Notebook

In [1]:

# Helper function for reloading packages in Jupyter notebook
%load_ext autoreload
%autoreload 2

Installation¶

In [2]:

!pip install -q MRdataset
!pip install -q mrQA

Import Libraries¶

In [3]:

import IPython
from pathlib import Path

Introduction: Hands-on Protocol mrQA on Neuroimaging Datasets¶

The neuroimaging community is steering towards increasingly large sample sizes, often highly heterogeneous as they are acquired by multi-site consortia. Pooling data across such heterogeneous sources requires careful inspection, consistency, and compliance of the acquisition protocols i.e., ensuring different sites and scanners have used the identical or compatible MR physics parameter values. Maintaining accurate protocols and harmonizing them across scanners and sites has been an ad-hoc and error-prone process, often manually managed and insufficiently monitored. Assessing the protocol compliance of a dataset under question to a pre-defined protocol is a necessary step. However, this is often overlooked for lack of realization that parameter values are often modified and/or improvised. Ensuring compliance is an arduous and error-prone process for many reasons including difficulties in working with complicated DICOM standard. To address this issue, we developed an assistive tool that can interface with multiple dataset formats (DICOM, BIDS, DICOM) and automatically generate protocol compliance report. We found that many of these datasets have serious issues in acquisition parameters deviating from predefined values, that can potentially render downstream analyses invalid. We propose a practical QA solution to prevent the issue as well as offer open source tools to achieve and monitor protocol compliance in large neuroimaging datasets.

This tutorial will introduce MRQA library. MRQA is built over MRdataset which provides an easy access to multiple neuroimaging dataset formats. Currently, the library supports DICOM datasets, and BIDS datasets. However, it can easily be extended to any other neuroimaging dataset format.

In [4]:

from MRdataset import import_dataset
data_root = "/home/sinhah/datasets/TCIA_REMBRANDT_06-22-2015/REMBRANDT"
output_dir = '/home/sinhah/mr_reports/'

dataset = import_dataset(data_source=data_root,
                         ds_format='dicom',
                         name='rembrandt')

After initializing the dataset, we can inspect some of its properties.

In [5]:

print(dataset)

DicomDataset rembrandt with 139 Modality

For example, we can see that the dataset has different modalities.

In [6]:

for modality in dataset.modalities:
    print(modality)

Modality MR_image with 24 Subject
Modality se1 with 30 Subject
Modality ep_d3ta with 24 Subject
Modality scout with 30 Subject
Modality tirm1 with 30 Subject
Modality AXIAL_T2 with 4 Subject
Modality SAG with 2 Subject
Modality AXIAL_DIFF with 2 Subject
Modality AXIAL_T1_PRE with 3 Subject
Modality AXIAL_T1_POST with 2 Subject
Modality 3_PLANE_LOC with 11 Subject
Modality AXIAL_PERFUSION with 25 Subject
Modality SAG_T1 with 20 Subject
Modality AXIAL_FLAIR with 79 Subject
Modality AXIAL_T1_SI_LOC with 1 Subject
Modality AXIAL_DIFFUSION with 71 Subject
Modality AXIAL_T1_GD with 14 Subject
Modality AXIAL_FSE with 25 Subject
Modality AXIAL_T1 with 15 Subject
Modality AX_T1_POST_SPECT&GD/NON-OBLIQ with 12 Subject
Modality AXIAL__FSE with 50 Subject
Modality AXIAL_T1_PRE-GAD. with 15 Subject
Modality AX_GRE_POST_SPEC/MODIFY_CV'S! with 13 Subject
Modality AXIAL_T1_POST_GD with 61 Subject
Modality AXIAL_T1_PRE_SPECTROSCOPY with 16 Subject
Modality tse1-3 with 9 Subject
Modality mpr with 24 Subject
Modality se2 with 17 Subject
Modality COR_3D_SPGR/MEG/INCLUDE_AIR!! with 1 Subject
Modality AXIAL_T1_POST_GD_THRU_TUMOR with 3 Subject
Modality NEW_AXIAL_PERFUSION/20S_DELAY with 44 Subject
Modality AXIAL_T1_PRE_GD with 40 Subject
Modality GRADIENT with 1 Subject
Modality AXIAL_GRE with 7 Subject
Modality AXIAL_T1_SI_GAD with 1 Subject
Modality CORONAL_flair with 2 Subject
Modality FSE with 1 Subject
Modality SE with 1 Subject
Modality GE with 1 Subject
Modality FIR with 1 Subject
Modality AXIAL_T1_PRE-GAD/SAME_LOCS with 1 Subject
Modality axial_mpgr with 2 Subject
Modality DIFFUSION_B0 with 1 Subject
Modality AX_T1_POST_GD_FLAIR with 2 Subject
Modality Fractional_Aniso. with 1 Subject
Modality Diffusion_Tensor_25 with 2 Subject
Modality SI with 2 Subject
Modality Middle_eigenvalue with 1 Subject
Modality AXIAL_FLAIR_RF2__150 with 2 Subject
Modality AX_PD_FSE-IR_RF2_130 with 2 Subject
Modality Average_DC with 1 Subject
Modality AX_T2_FR-FSE_RF2_150 with 2 Subject
Modality SAG_T1_(FLAIR) with 2 Subject
Modality AX_3D_IRSPGR with 1 Subject
Modality AX_T1_PRE_GD_FLAIR with 2 Subject
Modality Maximum_eigenvalue with 1 Subject
Modality DIFFUSION_B1000 with 1 Subject
Modality AXIAL_DIFFUSION_1000 with 2 Subject
Modality AXIAL_VARIABLE_ECHO_PD/T2 with 1 Subject
Modality AXIAL_flair with 1 Subject
Modality CORONAL_T1_POST with 1 Subject
Modality AXIAL_T1_POST_GAD. with 1 Subject
Modality ep_lhd3 with 6 Subject
Modality SPEC with 1 Subject
Modality SAG_LOC with 7 Subject
Modality AXIAL_T1_PRE/POST_GD with 2 Subject
Modality axial_gre with 2 Subject
Modality AX_DIFF with 1 Subject
Modality AXIAL_PERF with 2 Subject
Modality DIFF_1000_24_FOV with 4 Subject
Modality MRA_3_SLAB with 1 Subject
Modality AX_PD/T2 with 4 Subject
Modality Axial_ssfse with 1 Subject
Modality +COR_T1 with 2 Subject
Modality +AX_T1 with 4 Subject
Modality tse1-11 with 5 Subject
Modality FL:C/AXIAL_FSE with 1 Subject
Modality AXIAL_VEMP with 1 Subject
Modality AX_DIFFUSION with 1 Subject
Modality tse2-7 with 4 Subject
Modality PROBE_SI with 1 Subject
Modality AXIAL_T1GD_SI_LOC with 1 Subject
Modality si with 1 Subject
Modality AXIAL_DWI with 1 Subject
Modality axial_t1/gd with 1 Subject
Modality axial_per. with 1 Subject
Modality axial_t1_pre_gd with 2 Subject
Modality AX_3DTOF_HEAD_ANGIO with 1 Subject
Modality SAG_MRV with 1 Subject
Modality AXIAL_MRV with 1 Subject
Modality AXIAL_LOC with 1 Subject
Modality SAGITTAL_T1 with 1 Subject
Modality CORONAL_T1_POST_CONTRAST with 1 Subject
Modality SAGITTAL_MRV with 1 Subject
Modality AXIAL_T1_POST_CONTRAST with 1 Subject
Modality SPEC/REMEMBER_TO_MODIFY_CV'S! with 1 Subject
Modality dti with 1 Subject
Modality fmri with 1 Subject
Modality AX_T1 with 1 Subject
Modality 3_PLANE with 3 Subject
Modality COR_T1_C+ with 1 Subject
Modality AXIAL_3D_SPGR_PRE/POST_GD with 1 Subject
Modality AXIAL_MEMP_2 with 1 Subject
Modality AXIAL_MEMP_1 with 1 Subject
Modality AXIAL_MPGRE with 2 Subject
Modality COR_C+ with 1 Subject
Modality AXIAL_T1___POST_GAD with 1 Subject
Modality CORONAL_T1___POST_GAD with 1 Subject
Modality SAG._T1 with 1 Subject
Modality axial_perfusion with 1 Subject
Modality axial_diff. with 1 Subject
Modality axial_t1post_gd with 1 Subject
Modality AX_T1_POST_GD with 1 Subject
Modality AX_T1_PRE_GD with 1 Subject
Modality AX_FSE with 1 Subject
Modality AX_PERFUSION with 1 Subject
Modality AX_FLAIR with 1 Subject
Modality AXIAL_MEMP with 1 Subject
Modality AXIAL_SPGR_VOLUME_PRE/POST_GD with 1 Subject
Modality AXIAL_MAG_TRANSFER with 1 Subject
Modality MultiLoc_MultiPhase with 1 Subject
Modality AXIAL_MTC with 1 Subject
Modality COR_T1_POST_GAD. with 1 Subject
Modality CORONAL_T1_POST_GD with 1 Subject
Modality FLAIR with 2 Subject
Modality T2 with 2 Subject
Modality Head,Sag,2D,Spin_Echo,NPW with 2 Subject
Modality post_ax with 1 Subject
Modality pre with 2 Subject
Modality post_co with 1 Subject
Modality AXIAL_GR_ECHO/CHANGE_AUTOLOCK with 1 Subject
Modality AXIAL_T1_LOC_FOR_SPECT_1-4_SL with 1 Subject
Modality AXIAL_T1_POST_GD_FOR_SPECT. with 1 Subject
Modality AXIAL_PRE_GD with 1 Subject
Modality AXIAL_T1_BRAIN_POST_GD with 1 Subject
Modality AXIAL_T1_BRAIN_PRE_GD with 1 Subject
Modality AXIAL_T2/ssfse_OK_PER_PATEL with 1 Subject
Modality COR_T1_BRAIN_POST_GD with 1 Subject
Modality t2_post with 1 Subject

Let's look at the data in more detail. Note, that each of these modalities has many subjects.

In [7]:

for modality in dataset.modalities:
    print(modality)
    for subject in modality.subjects:
        print(subject)
    print("\n")

Modality MR_image with 24 Subject
Subject 900-00-5385 with 11 Session
Subject  HF1292 with 11 Session
Subject 900-00-5412 with 10 Session
Subject 900-00-5382 with 10 Session
Subject 900-00-5379 with 6 Session
Subject 900-00-5303 with 10 Session
Subject 900-00-5380 with 17 Session
Subject HF0899 with 1 Session
Subject HF1219 with 7 Session
Subject  HF1437 with 7 Session
Subject HF1235 with 1 Session
Subject HF0868 with 5 Session
Subject HF1032 with 3 Session
Subject  HF1510 with 5 Session
Subject HF1232 with 9 Session
Subject  HF0986 with 7 Session
Subject 900-00-5339 with 10 Session
Subject 900-00-5414 with 11 Session
Subject HF1059 with 9 Session
Subject 900-00-5404 with 12 Session
Subject HF1113 with 9 Session
Subject  HF0855 with 7 Session
Subject  HF1398 with 6 Session
Subject  HF1517 with 2 Session


Modality se1 with 30 Subject
Subject 900-00-5385 with 4 Session
Subject 900-00-1961 with 6 Session
Subject 900-00-5445 with 5 Session
Subject 900-00-5462 with 7 Session
Subject 900-00-5299 with 6 Session
Subject 900-00-5346 with 6 Session
Subject 900-00-5379 with 4 Session
Subject 900-00-5303 with 3 Session
Subject 900-00-5380 with 4 Session
Subject 900-00-5338 with 6 Session
Subject 900-00-5341 with 9 Session
Subject 900-00-5396 with 7 Session
Subject 900-00-5342 with 5 Session
Subject 900-00-5332 with 7 Session
Subject 900-00-5381 with 7 Session
Subject 900-00-5413 with 6 Session
Subject 900-00-5458 with 7 Session
Subject 900-00-5476 with 8 Session
Subject 900-00-5339 with 5 Session
Subject 900-00-5468 with 7 Session
Subject 900-00-5414 with 4 Session
Subject 900-00-5317 with 5 Session
Subject 900-00-5308 with 7 Session
Subject 900-00-5477 with 5 Session
Subject 900-00-5316 with 5 Session
Subject 900-00-5459 with 7 Session
Subject 900-00-5393 with 6 Session
Subject 900-00-5384 with 7 Session
Subject 900-00-5315 with 6 Session
Subject 900-00-5345 with 6 Session


Modality ep_d3ta with 24 Subject
Subject 900-00-5385 with 1 Session
Subject 900-00-1961 with 2 Session
Subject 900-00-5445 with 1 Session
Subject 900-00-5462 with 2 Session
Subject 900-00-5346 with 1 Session
Subject 900-00-5379 with 1 Session
Subject 900-00-5380 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5341 with 2 Session
Subject 900-00-5396 with 2 Session
Subject 900-00-5342 with 1 Session
Subject 900-00-5332 with 1 Session
Subject 900-00-5381 with 2 Session
Subject 900-00-5413 with 2 Session
Subject 900-00-5458 with 2 Session
Subject 900-00-5476 with 2 Session
Subject 900-00-5339 with 1 Session
Subject 900-00-5468 with 2 Session
Subject 900-00-5414 with 1 Session
Subject 900-00-5477 with 2 Session
Subject 900-00-5459 with 2 Session
Subject 900-00-5393 with 2 Session
Subject 900-00-5384 with 2 Session
Subject 900-00-5345 with 1 Session


Modality scout with 30 Subject
Subject 900-00-5385 with 1 Session
Subject 900-00-1961 with 1 Session
Subject 900-00-5445 with 1 Session
Subject 900-00-5462 with 1 Session
Subject 900-00-5299 with 1 Session
Subject 900-00-5346 with 1 Session
Subject 900-00-5379 with 1 Session
Subject 900-00-5303 with 1 Session
Subject 900-00-5380 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5341 with 1 Session
Subject 900-00-5396 with 1 Session
Subject 900-00-5342 with 1 Session
Subject 900-00-5332 with 1 Session
Subject 900-00-5381 with 1 Session
Subject 900-00-5413 with 1 Session
Subject 900-00-5458 with 1 Session
Subject 900-00-5476 with 1 Session
Subject 900-00-5339 with 1 Session
Subject 900-00-5468 with 1 Session
Subject 900-00-5414 with 1 Session
Subject 900-00-5317 with 3 Session
Subject 900-00-5308 with 1 Session
Subject 900-00-5477 with 1 Session
Subject 900-00-5316 with 1 Session
Subject 900-00-5459 with 1 Session
Subject 900-00-5393 with 1 Session
Subject 900-00-5384 with 1 Session
Subject 900-00-5315 with 1 Session
Subject 900-00-5345 with 1 Session


Modality tirm1 with 30 Subject
Subject 900-00-5385 with 1 Session
Subject 900-00-1961 with 1 Session
Subject 900-00-5445 with 1 Session
Subject 900-00-5462 with 2 Session
Subject 900-00-5299 with 2 Session
Subject 900-00-5346 with 2 Session
Subject 900-00-5379 with 1 Session
Subject 900-00-5303 with 1 Session
Subject 900-00-5380 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5341 with 2 Session
Subject 900-00-5396 with 1 Session
Subject 900-00-5342 with 2 Session
Subject 900-00-5332 with 2 Session
Subject 900-00-5381 with 2 Session
Subject 900-00-5413 with 1 Session
Subject 900-00-5458 with 3 Session
Subject 900-00-5476 with 1 Session
Subject 900-00-5339 with 1 Session
Subject 900-00-5468 with 2 Session
Subject 900-00-5414 with 1 Session
Subject 900-00-5317 with 2 Session
Subject 900-00-5308 with 2 Session
Subject 900-00-5477 with 2 Session
Subject 900-00-5316 with 2 Session
Subject 900-00-5459 with 2 Session
Subject 900-00-5393 with 2 Session
Subject 900-00-5384 with 1 Session
Subject 900-00-5315 with 1 Session
Subject 900-00-5345 with 1 Session


Modality AXIAL_T2 with 4 Subject
Subject HF1226 with 1 Session
Subject  HF0996 with 1 Session
Subject  HF1057 with 1 Session
Subject  HF1078 with 1 Session


Modality SAG with 2 Subject
Subject HF1226 with 2 Session
Subject  HF1078 with 1 Session


Modality AXIAL_DIFF with 2 Subject
Subject HF1226 with 1 Session
Subject  HF1122 with 1 Session


Modality AXIAL_T1_PRE with 3 Subject
Subject HF1226 with 1 Session
Subject  HF1292 with 1 Session
Subject  HF1078 with 1 Session


Modality AXIAL_T1_POST with 2 Subject
Subject HF1226 with 1 Session
Subject  HF1078 with 1 Session


Modality 3_PLANE_LOC with 11 Subject
Subject HF1613 with 1 Session
Subject  HF1420 with 1 Session
Subject HF1652 with 1 Session
Subject  HF1628 with 1 Session
Subject HF1677 with 1 Session
Subject HF1708 with 1 Session
Subject  HF1587 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject  HF1588 with 1 Session
Subject  HF1702 with 1 Session


Modality AXIAL_PERFUSION with 25 Subject
Subject HF1613 with 1 Session
Subject HF0960 with 1 Session
Subject HF0920 with 1 Session
Subject HF1652 with 2 Session
Subject  HF1628 with 1 Session
Subject  HF1097 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1000 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject HF1708 with 1 Session
Subject  HF1587 with 1 Session
Subject HF1071 with 1 Session
Subject  HF1058 with 1 Session
Subject HF0962 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject HF0931 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject HF0990 with 1 Session
Subject  HF1398 with 1 Session
Subject  HF1702 with 1 Session
Subject HF0883 with 1 Session
Subject HF1077 with 1 Session


Modality SAG_T1 with 20 Subject
Subject HF1613 with 1 Session
Subject  HF1420 with 1 Session
Subject  HF1628 with 1 Session
Subject  HF1122 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1540 with 4 Session
Subject  HF1490 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject  HF1587 with 1 Session
Subject HF1071 with 1 Session
Subject  HF1429 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject  HF1407 with 1 Session
Subject  HF0953 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject  HF1671 with 1 Session
Subject  HF1702 with 1 Session


Modality AXIAL_FLAIR with 79 Subject
Subject HF1613 with 1 Session
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject  HF1420 with 1 Session
Subject  HF1242 with 1 Session
Subject  HF1292 with 1 Session
Subject HF1433 with 1 Session
Subject HF0960 with 1 Session
Subject HF1325 with 1 Session
Subject HF0920 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject  HF1628 with 1 Session
Subject  HF1097 with 1 Session
Subject HF0899 with 1 Session
Subject  HF1122 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1235 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1000 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject HF1246 with 1 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject  HF1199 with 1 Session
Subject  HF1587 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1232 with 1 Session
Subject  HF1397 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 1 Session
Subject HF1442 with 1 Session
Subject HF0828 with 1 Session
Subject HF1071 with 1 Session
Subject HF1264 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1058 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject  HF1318 with 1 Session
Subject HF0931 with 1 Session
Subject HF1407 with 1 Session
Subject  HF0953 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject  HF0652 with 1 Session
Subject HF1167 with 1 Session
Subject  HF0763 with 1 Session
Subject  HF1150 with 2 Session
Subject HF0990 with 1 Session
Subject HF1139 with 1 Session
Subject  HF1078 with 1 Session
Subject  HF1458 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject HF1489 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject  HF1398 with 1 Session
Subject  HF1702 with 1 Session
Subject  HF1191 with 1 Session
Subject  HF1517 with 1 Session
Subject HF0883 with 1 Session
Subject HF1381 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL_T1_SI_LOC with 1 Subject
Subject HF1613 with 2 Session


Modality AXIAL_DIFFUSION with 71 Subject
Subject HF1613 with 1 Session
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject  HF1420 with 1 Session
Subject  HF1242 with 1 Session
Subject  HF1292 with 1 Session
Subject HF1433 with 1 Session
Subject HF0960 with 1 Session
Subject HF1325 with 1 Session
Subject HF0920 with 1 Session
Subject HF1652 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject  HF1628 with 1 Session
Subject  HF1097 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1235 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject HF1246 with 3 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject HF1708 with 1 Session
Subject  HF1587 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 1 Session
Subject HF1442 with 1 Session
Subject HF1071 with 1 Session
Subject HF1264 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1058 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject HF0962 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject  HF1318 with 1 Session
Subject HF0931 with 1 Session
Subject HF1407 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject HF1167 with 1 Session
Subject HF1502 with 1 Session
Subject  HF1150 with 1 Session
Subject HF0990 with 1 Session
Subject HF1139 with 1 Session
Subject  HF1458 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject  HF1398 with 1 Session
Subject  HF1702 with 1 Session
Subject  HF1191 with 1 Session
Subject  HF1517 with 1 Session
Subject HF1381 with 1 Session
Subject HF1077 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL_T1_GD with 14 Subject
Subject HF1613 with 1 Session
Subject  HF1420 with 1 Session
Subject  HF1628 with 2 Session
Subject  HF1122 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject  HF1587 with 1 Session
Subject  HF1606 with 2 Session
Subject HF1568 with 1 Session
Subject  HF1588 with 3 Session
Subject HF0966 with 1 Session
Subject  HF1398 with 1 Session
Subject  HF1702 with 1 Session


Modality AXIAL_FSE with 25 Subject
Subject HF1613 with 1 Session
Subject  HF1420 with 1 Session
Subject HF0920 with 1 Session
Subject  HF1628 with 1 Session
Subject HF0899 with 1 Session
Subject  HF1122 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 3 Session
Subject  HF1587 with 1 Session
Subject  HF1397 with 1 Session
Subject HF0828 with 1 Session
Subject HF1071 with 1 Session
Subject  HF1058 with 1 Session
Subject HF0962 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject HF0931 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject  HF0763 with 1 Session
Subject  HF1398 with 1 Session
Subject  HF1702 with 1 Session
Subject HF0883 with 1 Session


Modality AXIAL_T1 with 15 Subject
Subject HF1613 with 1 Session
Subject  HF1420 with 1 Session
Subject  HF1242 with 1 Session
Subject  HF1628 with 2 Session
Subject  HF1122 with 1 Session
Subject  HF1490 with 1 Session
Subject HF1677 with 1 Session
Subject HF1560 with 1 Session
Subject  HF1587 with 1 Session
Subject  HF1397 with 1 Session
Subject  HF1606 with 1 Session
Subject HF1568 with 1 Session
Subject  HF1588 with 1 Session
Subject HF0966 with 1 Session
Subject  HF1702 with 1 Session


Modality AX_T1_POST_SPECT&GD/NON-OBLIQ with 12 Subject
Subject HF1493 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1442 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject  HF1475 with 1 Session
Subject HF1502 with 1 Session
Subject HF1551 with 1 Session
Subject  HF1517 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL__FSE with 50 Subject
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject  HF1242 with 1 Session
Subject  HF1292 with 1 Session
Subject HF1433 with 1 Session
Subject HF0960 with 1 Session
Subject HF1325 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject  HF1097 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1246 with 1 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject  HF1199 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1232 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 1 Session
Subject HF1442 with 1 Session
Subject HF1264 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1331 with 1 Session
Subject  HF1318 with 1 Session
Subject HF1407 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject HF1167 with 1 Session
Subject HF1502 with 1 Session
Subject  HF1150 with 2 Session
Subject HF0990 with 1 Session
Subject HF1139 with 2 Session
Subject  HF1458 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject HF1489 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject  HF1191 with 1 Session
Subject  HF1517 with 1 Session
Subject HF1381 with 1 Session
Subject  HF1538 with 2 Session


Modality AXIAL_T1_PRE-GAD. with 15 Subject
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject HF1433 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1442 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject  HF1517 with 1 Session
Subject  HF1538 with 1 Session


Modality AX_GRE_POST_SPEC/MODIFY_CV'S! with 13 Subject
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject HF1433 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1442 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject HF1551 with 1 Session
Subject  HF1517 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL_T1_POST_GD with 61 Subject
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject  HF1242 with 2 Session
Subject HF1433 with 1 Session
Subject HF0960 with 1 Session
Subject HF1325 with 1 Session
Subject HF0920 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 2 Session
Subject  HF1097 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1235 with 1 Session
Subject HF1000 with 1 Session
Subject HF1246 with 1 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject  HF1199 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1232 with 2 Session
Subject  HF1397 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 3 Session
Subject HF1442 with 1 Session
Subject HF1071 with 1 Session
Subject HF1264 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1058 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject HF0962 with 1 Session
Subject  HF1318 with 1 Session
Subject HF0931 with 1 Session
Subject HF1407 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject HF1167 with 1 Session
Subject HF1502 with 1 Session
Subject  HF0763 with 1 Session
Subject  HF1150 with 1 Session
Subject HF0990 with 2 Session
Subject HF1139 with 1 Session
Subject  HF1458 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject HF1489 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject  HF1191 with 1 Session
Subject  HF1517 with 1 Session
Subject HF1381 with 1 Session
Subject HF1077 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL_T1_PRE_SPECTROSCOPY with 16 Subject
Subject HF1493 with 1 Session
Subject HF1334 with 1 Session
Subject HF1433 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 2 Session
Subject HF1442 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject HF1502 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject  HF1517 with 1 Session
Subject  HF1538 with 1 Session


Modality tse1-3 with 9 Subject
Subject 900-00-1961 with 1 Session
Subject 900-00-5303 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5396 with 1 Session
Subject 900-00-5342 with 4 Session
Subject 900-00-5317 with 2 Session
Subject 900-00-5477 with 4 Session
Subject 900-00-5316 with 4 Session
Subject 900-00-5315 with 1 Session


Modality mpr with 24 Subject
Subject 900-00-1961 with 1 Session
Subject 900-00-5445 with 1 Session
Subject 900-00-5462 with 1 Session
Subject 900-00-5299 with 1 Session
Subject 900-00-5346 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5341 with 1 Session
Subject 900-00-5396 with 1 Session
Subject 900-00-5342 with 1 Session
Subject 900-00-5332 with 1 Session
Subject 900-00-5381 with 1 Session
Subject 900-00-5413 with 1 Session
Subject 900-00-5458 with 1 Session
Subject 900-00-5476 with 1 Session
Subject 900-00-5468 with 1 Session
Subject 900-00-5317 with 2 Session
Subject 900-00-5308 with 1 Session
Subject 900-00-5477 with 1 Session
Subject 900-00-5316 with 1 Session
Subject 900-00-5459 with 1 Session
Subject 900-00-5393 with 1 Session
Subject 900-00-5384 with 1 Session
Subject 900-00-5315 with 1 Session
Subject 900-00-5345 with 1 Session


Modality se2 with 17 Subject
Subject 900-00-1961 with 1 Session
Subject 900-00-5445 with 1 Session
Subject 900-00-5462 with 1 Session
Subject 900-00-5299 with 2 Session
Subject 900-00-5346 with 1 Session
Subject 900-00-5338 with 1 Session
Subject 900-00-5341 with 1 Session
Subject 900-00-5396 with 1 Session
Subject 900-00-5332 with 1 Session
Subject 900-00-5381 with 1 Session
Subject 900-00-5458 with 1 Session
Subject 900-00-5476 with 1 Session
Subject 900-00-5317 with 1 Session
Subject 900-00-5308 with 1 Session
Subject 900-00-5384 with 1 Session
Subject 900-00-5315 with 1 Session
Subject 900-00-5345 with 1 Session


Modality COR_3D_SPGR/MEG/INCLUDE_AIR!! with 1 Subject
Subject HF1334 with 1 Session


Modality AXIAL_T1_POST_GD_THRU_TUMOR with 3 Subject
Subject HF1334 with 1 Session
Subject HF1433 with 1 Session
Subject  HF1331 with 1 Session


Modality NEW_AXIAL_PERFUSION/20S_DELAY with 44 Subject
Subject  HF1242 with 1 Session
Subject  HF1292 with 1 Session
Subject HF1433 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1235 with 1 Session
Subject HF1246 with 1 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject  HF1199 with 1 Session
Subject  HF1510 with 1 Session
Subject HF1510 with 1 Session
Subject  HF1511 with 1 Session
Subject HF1232 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 2 Session
Subject HF1442 with 1 Session
Subject HF1264 with 1 Session
Subject HF1553 with 1 Session
Subject  HF1463 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1475 with 1 Session
Subject  HF1331 with 1 Session
Subject  HF1318 with 1 Session
Subject HF1407 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject HF1167 with 1 Session
Subject  HF1150 with 1 Session
Subject HF1139 with 1 Session
Subject  HF1409 with 1 Session
Subject HF1551 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject  HF1191 with 1 Session
Subject  HF1517 with 1 Session
Subject HF1381 with 1 Session
Subject  HF1538 with 1 Session


Modality AXIAL_T1_PRE_GD with 40 Subject
Subject  HF1242 with 1 Session
Subject HF0960 with 1 Session
Subject HF0920 with 1 Session
Subject HF1344 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject  HF1097 with 1 Session
Subject HF1300 with 1 Session
Subject  HF1437 with 1 Session
Subject HF1437 with 1 Session
Subject HF1235 with 1 Session
Subject HF1000 with 1 Session
Subject HF1246 with 1 Session
Subject  HF1280 with 1 Session
Subject HF1156 with 1 Session
Subject HF1232 with 1 Session
Subject HF1136 with 1 Session
Subject  HF1293 with 2 Session
Subject HF1071 with 1 Session
Subject HF1264 with 1 Session
Subject HF1297 with 1 Session
Subject HF1429 with 1 Session
Subject  HF1058 with 1 Session
Subject HF0962 with 1 Session
Subject  HF1318 with 1 Session
Subject HF0931 with 1 Session
Subject HF1407 with 1 Session
Subject HF1316 with 1 Session
Subject HF1357 with 1 Session
Subject HF1167 with 1 Session
Subject  HF0763 with 1 Session
Subject  HF1150 with 1 Session
Subject HF0990 with 1 Session
Subject HF1139 with 1 Session
Subject  HF1458 with 1 Session
Subject HF1489 with 1 Session
Subject HF1269 with 1 Session
Subject HF1345 with 1 Session
Subject  HF1307 with 1 Session
Subject HF1381 with 1 Session


Modality GRADIENT with 1 Subject
Subject  HF1242 with 1 Session


Modality AXIAL_GRE with 7 Subject
Subject  HF1292 with 1 Session
Subject HF1185 with 1 Session
Subject HF1227 with 1 Session
Subject HF1156 with 1 Session
Subject HF1232 with 1 Session
Subject  HF1293 with 1 Session
Subject HF1167 with 1 Session


Modality AXIAL_T1_SI_GAD with 1 Subject
Subject  HF1292 with 1 Session


Modality CORONAL_flair with 2 Subject
Subject  HF1292 with 1 Session
Subject HF1136 with 1 Session


Modality FSE with 1 Subject
Subject 900-00-5412 with 1 Session


Modality SE with 1 Subject
Subject 900-00-5412 with 5 Session


Modality GE with 1 Subject
Subject 900-00-5412 with 1 Session


Modality FIR with 1 Subject
Subject 900-00-5412 with 1 Session


Modality AXIAL_T1_PRE-GAD/SAME_LOCS with 1 Subject
Subject HF1325 with 1 Session


Modality axial_mpgr with 2 Subject
Subject HF0920 with 1 Session
Subject HF0962 with 1 Session


Modality DIFFUSION_B0 with 1 Subject
Subject HF1652 with 2 Session


Modality AX_T1_POST_GD_FLAIR with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 2 Session


Modality Fractional_Aniso. with 1 Subject
Subject HF1652 with 1 Session


Modality Diffusion_Tensor_25 with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 1 Session


Modality SI with 2 Subject
Subject HF1652 with 1 Session
Subject  HF1628 with 1 Session


Modality Middle_eigenvalue with 1 Subject
Subject HF1652 with 1 Session


Modality AXIAL_FLAIR_RF2__150 with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 1 Session


Modality AX_PD_FSE-IR_RF2_130 with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 1 Session


Modality Average_DC with 1 Subject
Subject HF1652 with 1 Session


Modality AX_T2_FR-FSE_RF2_150 with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 1 Session


Modality SAG_T1_(FLAIR) with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 1 Session


Modality AX_3D_IRSPGR with 1 Subject
Subject HF1652 with 1 Session


Modality AX_T1_PRE_GD_FLAIR with 2 Subject
Subject HF1652 with 1 Session
Subject HF1708 with 2 Session


Modality Maximum_eigenvalue with 1 Subject
Subject HF1652 with 1 Session


Modality DIFFUSION_B1000 with 1 Subject
Subject HF1652 with 2 Session


Modality AXIAL_DIFFUSION_1000 with 2 Subject
Subject  HF1344 with 1 Session
Subject HF1071 with 1 Session


Modality AXIAL_VARIABLE_ECHO_PD/T2 with 1 Subject
Subject  HF1344 with 1 Session


Modality AXIAL_flair with 1 Subject
Subject  HF1344 with 1 Session


Modality CORONAL_T1_POST with 1 Subject
Subject  HF1344 with 1 Session


Modality AXIAL_T1_POST_GAD. with 1 Subject
Subject  HF1344 with 1 Session


Modality ep_lhd3 with 6 Subject
Subject 900-00-5299 with 2 Session
Subject 900-00-5303 with 1 Session
Subject 900-00-5317 with 2 Session
Subject 900-00-5308 with 2 Session
Subject 900-00-5316 with 2 Session
Subject 900-00-5315 with 1 Session


Modality SPEC with 1 Subject
Subject HF1185 with 1 Session


Modality SAG_LOC with 7 Subject
Subject HF0899 with 1 Session
Subject HF1000 with 1 Session
Subject  HF0996 with 1 Session
Subject  HF0608 with 1 Session
Subject HF0835 with 1 Session
Subject HF0990 with 2 Session
Subject HF0883 with 1 Session


Modality AXIAL_T1_PRE/POST_GD with 2 Subject
Subject HF0899 with 2 Session
Subject HF0883 with 3 Session


Modality axial_gre with 2 Subject
Subject HF0899 with 1 Session
Subject HF0883 with 1 Session


Modality AX_DIFF with 1 Subject
Subject HF0899 with 1 Session


Modality AXIAL_PERF with 2 Subject
Subject  HF1122 with 1 Session
Subject  HF1397 with 1 Session


Modality DIFF_1000_24_FOV with 4 Subject
Subject  HF1540 with 1 Session
Subject  HF1429 with 1 Session
Subject  HF1407 with 1 Session
Subject  HF1671 with 1 Session


Modality MRA_3_SLAB with 1 Subject
Subject  HF1540 with 2 Session


Modality AX_PD/T2 with 4 Subject
Subject  HF1540 with 1 Session
Subject  HF1429 with 1 Session
Subject  HF1407 with 1 Session
Subject  HF1671 with 1 Session


Modality Axial_ssfse with 1 Subject
Subject  HF1540 with 1 Session


Modality +COR_T1 with 2 Subject
Subject  HF1540 with 1 Session
Subject  HF1671 with 1 Session


Modality +AX_T1 with 4 Subject
Subject  HF1540 with 1 Session
Subject  HF1429 with 1 Session
Subject  HF1407 with 1 Session
Subject  HF1671 with 1 Session


Modality tse1-11 with 5 Subject
Subject 900-00-5342 with 1 Session
Subject 900-00-5476 with 1 Session
Subject 900-00-5317 with 1 Session
Subject 900-00-5477 with 1 Session
Subject 900-00-5316 with 1 Session


Modality FL:C/AXIAL_FSE with 1 Subject
Subject  HF1490 with 1 Session


Modality AXIAL_VEMP with 1 Subject
Subject HF1000 with 1 Session


Modality AX_DIFFUSION with 1 Subject
Subject HF1000 with 1 Session


Modality tse2-7 with 4 Subject
Subject 900-00-5413 with 1 Session
Subject 900-00-5468 with 1 Session
Subject 900-00-5459 with 1 Session
Subject 900-00-5393 with 1 Session


Modality PROBE_SI with 1 Subject
Subject HF1708 with 1 Session


Modality AXIAL_T1GD_SI_LOC with 1 Subject
Subject  HF1587 with 1 Session


Modality si with 1 Subject
Subject  HF1587 with 1 Session


Modality AXIAL_DWI with 1 Subject
Subject  HF1397 with 1 Session


Modality axial_t1/gd with 1 Subject
Subject HF0828 with 1 Session


Modality axial_per. with 1 Subject
Subject HF0828 with 2 Session


Modality axial_t1_pre_gd with 2 Subject
Subject HF0828 with 1 Session
Subject  HF0953 with 1 Session


Modality AX_3DTOF_HEAD_ANGIO with 1 Subject
Subject  HF0996 with 1 Session


Modality SAG_MRV with 1 Subject
Subject  HF0996 with 1 Session


Modality AXIAL_MRV with 1 Subject
Subject  HF0996 with 1 Session


Modality AXIAL_LOC with 1 Subject
Subject  HF0996 with 1 Session


Modality SAGITTAL_T1 with 1 Subject
Subject  HF0996 with 1 Session


Modality CORONAL_T1_POST_CONTRAST with 1 Subject
Subject  HF0996 with 1 Session


Modality SAGITTAL_MRV with 1 Subject
Subject  HF0996 with 1 Session


Modality AXIAL_T1_POST_CONTRAST with 1 Subject
Subject  HF0996 with 1 Session


Modality SPEC/REMEMBER_TO_MODIFY_CV'S! with 1 Subject
Subject  HF1463 with 1 Session


Modality dti with 1 Subject
Subject 900-00-5458 with 12 Session


Modality fmri with 1 Subject
Subject 900-00-5458 with 4 Session


Modality AX_T1 with 1 Subject
Subject  HF1429 with 1 Session


Modality 3_PLANE with 3 Subject
Subject  HF1429 with 1 Session
Subject  HF1407 with 1 Session
Subject  HF1671 with 1 Session


Modality COR_T1_C+ with 1 Subject
Subject  HF1429 with 1 Session


Modality AXIAL_3D_SPGR_PRE/POST_GD with 1 Subject
Subject  HF0608 with 2 Session


Modality AXIAL_MEMP_2 with 1 Subject
Subject  HF0608 with 1 Session


Modality AXIAL_MEMP_1 with 1 Subject
Subject  HF0608 with 1 Session


Modality AXIAL_MPGRE with 2 Subject
Subject HF0931 with 1 Session
Subject HF0966 with 1 Session


Modality COR_C+ with 1 Subject
Subject  HF1407 with 1 Session


Modality AXIAL_T1___POST_GAD with 1 Subject
Subject  HF1057 with 1 Session


Modality CORONAL_T1___POST_GAD with 1 Subject
Subject  HF1057 with 1 Session


Modality SAG._T1 with 1 Subject
Subject  HF1057 with 1 Session


Modality axial_perfusion with 1 Subject
Subject  HF0953 with 1 Session


Modality axial_diff. with 1 Subject
Subject  HF0953 with 1 Session


Modality axial_t1post_gd with 1 Subject
Subject  HF0953 with 1 Session


Modality AX_T1_POST_GD with 1 Subject
Subject HF0835 with 1 Session


Modality AX_T1_PRE_GD with 1 Subject
Subject HF0835 with 1 Session


Modality AX_FSE with 1 Subject
Subject HF0835 with 1 Session


Modality AX_PERFUSION with 1 Subject
Subject HF0835 with 1 Session


Modality AX_FLAIR with 1 Subject
Subject HF0835 with 1 Session


Modality AXIAL_MEMP with 1 Subject
Subject  HF0652 with 2 Session


Modality AXIAL_SPGR_VOLUME_PRE/POST_GD with 1 Subject
Subject  HF0652 with 2 Session


Modality AXIAL_MAG_TRANSFER with 1 Subject
Subject  HF0652 with 1 Session


Modality MultiLoc_MultiPhase with 1 Subject
Subject  HF0763 with 1 Session


Modality AXIAL_MTC with 1 Subject
Subject  HF0763 with 1 Session


Modality COR_T1_POST_GAD. with 1 Subject
Subject HF0990 with 1 Session


Modality CORONAL_T1_POST_GD with 1 Subject
Subject HF0990 with 1 Session


Modality FLAIR with 2 Subject
Subject HF1078 with 1 Session
Subject HF1077 with 1 Session


Modality T2 with 2 Subject
Subject HF1078 with 1 Session
Subject HF1077 with 1 Session


Modality Head,Sag,2D,Spin_Echo,NPW with 2 Subject
Subject HF1078 with 1 Session
Subject HF1077 with 1 Session


Modality post_ax with 1 Subject
Subject HF1078 with 1 Session


Modality pre with 2 Subject
Subject HF1078 with 1 Session
Subject HF1077 with 1 Session


Modality post_co with 1 Subject
Subject HF1078 with 1 Session


Modality AXIAL_GR_ECHO/CHANGE_AUTOLOCK with 1 Subject
Subject  HF1307 with 1 Session


Modality AXIAL_T1_LOC_FOR_SPECT_1-4_SL with 1 Subject
Subject  HF1307 with 2 Session


Modality AXIAL_T1_POST_GD_FOR_SPECT. with 1 Subject
Subject  HF1307 with 2 Session


Modality AXIAL_PRE_GD with 1 Subject
Subject  HF1191 with 1 Session


Modality AXIAL_T1_BRAIN_POST_GD with 1 Subject
Subject HF1137 with 1 Session


Modality AXIAL_T1_BRAIN_PRE_GD with 1 Subject
Subject HF1137 with 2 Session


Modality AXIAL_T2/ssfse_OK_PER_PATEL with 1 Subject
Subject HF1137 with 1 Session


Modality COR_T1_BRAIN_POST_GD with 1 Subject
Subject HF1137 with 1 Session


Modality t2_post with 1 Subject
Subject HF1077 with 1 Session

Similarly, each subject may have several session within a modality. And, each session has several runs. Further, we can use this dataset object inside mrqa library to check for protocol compliance.

How to check compliance for a DICOM dataset¶

After learning about data handling in MRdataset, it is time to check compliance. Let's try first on DICOM dataset.

In [9]:

from mrQA import check_compliance

With this we are ready, to check compliance over our dataset

In [11]:

data_root = "/home/sinhah/datasets/TCIA_REMBRANDT_06-22-2015/REMBRANDT"
output_dir = '/home/sinhah/mr_reports/'

dataset = import_dataset(data_source=data_root,
                         ds_format='dicom',
                         name='rembrandt')
check_compliance(dataset=dataset, output_dir=output_dir)

In rembrandt dataset, modalities "MR_image, se1, tirm1, AXIAL_T2, SAG, AXIAL_T1_PRE, AXIAL_T1_POST, 3_PLANE_LOC, AXIAL_PERFUSION, SAG_T1, AXIAL_FLAIR, AXIAL_DIFFUSION, AXIAL_T1_GD, AXIAL_FSE, AXIAL_T1, AX_T1_POST_SPECT&GD/NON-OBLIQ, AXIAL__FSE, AXIAL_T1_PRE-GAD., AX_GRE_POST_SPEC/MODIFY_CV'S!, AXIAL_T1_POST_GD, AXIAL_T1_PRE_SPECTROSCOPY, tse1-3, se2, AXIAL_T1_POST_GD_THRU_TUMOR, NEW_AXIAL_PERFUSION/20S_DELAY, AXIAL_T1_PRE_GD, AXIAL_GRE, SE, AX_T1_POST_GD_FLAIR, SI, AX_T1_PRE_GD_FLAIR, SAG_LOC, axial_gre, MRA_3_SLAB, AX_PD/T2, +COR_T1, +AX_T1, pre" are non-compliant. See rembrandt_11_09_2022_18_19.html for report

Out[11]:

<class MRdataset.base.DicomDataset(rembrandt)>

In [13]:

filename = 'rembrandt_11_09_2022_18_19.html'
filepath = Path(output_dir)/filename
IPython.display.HTML(filename=filepath)

Out[13]:

Summary of non-compliance:

Modality	# non-compliant (%)	Non-compliant subjects	Reasons	# compliant (%)	# subjects	# Echo-Times
MR_image	21 (87.5 %)	900-00-5385, HF1292, 900-00-5412, 900-00-5382, 900-00-5379, 900-00-5303, 900-00-5380, HF0899, HF1219, HF1437, HF1235, HF0868, HF1232, HF0986, 900-00-5339, 900-00-5414, HF1059, 900-00-5404, HF1113, HF0855, HF1398,	RepetitionTime, MagneticFieldStrength, FlipAngle, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType, EchoTrainLength, PhaseEncodingSteps,	3 ( 12.5 %)	24	38
se1	30 (100.0 %)	900-00-5385, 900-00-1961, 900-00-5445, 900-00-5462, 900-00-5299, 900-00-5346, 900-00-5379, 900-00-5303, 900-00-5380, 900-00-5338, 900-00-5341, 900-00-5396, 900-00-5342, 900-00-5332, 900-00-5381, 900-00-5413, 900-00-5458, 900-00-5476, 900-00-5339, 900-00-5468, 900-00-5414, 900-00-5317, 900-00-5308, 900-00-5477, 900-00-5316, 900-00-5459, 900-00-5393, 900-00-5384, 900-00-5315, 900-00-5345,	RepetitionTime, FlipAngle,	0 ( 0.0 %)	30	1
ep_d3ta	0 (0.0 %)			24 ( 100.0 %)	24	4
scout	0 (0.0 %)			30 ( 100.0 %)	30	1
tirm1	5 (16.66 %)	900-00-5342, 900-00-5332, 900-00-5381, 900-00-5477, 900-00-5316,	RepetitionTime,	25 ( 83.33 %)	30	1
AXIAL_T2	2 (50.0 %)	HF1226, HF1078,	MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, MRAcquisitionType, RepetitionTime,	2 ( 50.0 %)	4	2
SAG	1 (50.0 %)	HF1078,	RepetitionTime, MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	1 ( 50.0 %)	2	1
AXIAL_DIFF	0 (0.0 %)			2 ( 100.0 %)	2	2
AXIAL_T1_PRE	2 (66.66 %)	HF1292, HF1078,	RepetitionTime, MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	1 ( 33.33 %)	3	1
AXIAL_T1_POST	1 (50.0 %)	HF1078,	RepetitionTime, MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	1 ( 50.0 %)	2	1
3_PLANE_LOC	2 (18.18 %)	HF1652, HF1708,	MagneticFieldStrength,	9 ( 81.81 %)	11	2
AXIAL_PERFUSION	25 (100.0 %)	HF1613, HF0960, HF0920, HF1652, HF1628, HF1097, HF1490, HF1000, HF1677, HF1560, HF1708, HF1587, HF1071, HF1058, HF0962, HF1606, HF1568, HF0931, HF1588, HF0966, HF0990, HF1398, HF1702, HF0883, HF1077,	MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, RepetitionTime, ScanningSequence, SequenceVariant, MRAcquisitionType,	0 ( 0.0 %)	25	1
SAG_T1	11 (55.0 %)	HF1420, HF1122, HF1300, HF1540, HF1490, HF1071, HF1429, HF1407, HF0953, HF0966, HF1671,	RepetitionTime, MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	9 ( 45.0 %)	20	1
AXIAL_FLAIR	30 (37.97 %)	HF1613, HF1493, HF1420, HF1433, HF1325, HF1628, HF1490, HF1677, HF1560, HF1587, HF1510, HF1510, HF1511, HF1293, HF1442, HF1553, HF1463, HF1475, HF1331, HF1606, HF1568, HF1588, HF1078, HF1409, HF1551, HF1307, HF1398, HF1702, HF1517, HF1538,	MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	49 ( 62.02 %)	79	4
AXIAL_T1_SI_LOC	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_DIFFUSION	17 (23.94 %)	HF1493, HF1433, HF1325, HF1510, HF1510, HF1511, HF1442, HF1553, HF1463, HF1475, HF1331, HF1409, HF1551, HF1307, HF1398, HF1517, HF1538,	MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType, PhaseEncodingDirection,	54 ( 76.05 %)	71	14
AXIAL_T1_GD	5 (35.71 %)	HF1628, HF1122, HF1490, HF0966, HF1398,	PhaseEncodingDirection, MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType, RepetitionTime,	9 ( 64.28 %)	14	1
AXIAL_FSE	2 (8.0 %)	HF0962, HF1398,	MagneticFieldStrength, PhaseEncodingDirection, EchoTrainLength, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	23 ( 92.0 %)	25	4
AXIAL_T1	6 (40.0 %)	HF1242, HF1628, HF1122, HF1490, HF1397, HF0966,	MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, MRAcquisitionType, RepetitionTime,	9 ( 60.0 %)	15	2
AX_T1_POST_SPECT&GD/NON-OBLIQ	8 (66.66 %)	HF1510, HF1510, HF1511, HF1553, HF1463, HF1475, HF1502, HF1538,	PhaseEncodingDirection, MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType,	4 ( 33.33 %)	12	1
AXIAL__FSE	17 (34.0 %)	HF1493, HF1433, HF1325, HF1437, HF1510, HF1510, HF1511, HF1293, HF1442, HF1553, HF1463, HF1331, HF1409, HF1551, HF1307, HF1517, HF1538,	MagneticFieldStrength, EchoTrainLength, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType, PhaseEncodingDirection, RepetitionTime,	33 ( 66.0 %)	50	4
AXIAL_T1_PRE-GAD.	7 (46.66 %)	HF1493, HF1334, HF1511, HF1442, HF1331, HF1409, HF1517,	PhaseEncodingDirection, MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType,	8 ( 53.33 %)	15	1
AX_GRE_POST_SPEC/MODIFY_CV'S!	6 (46.15 %)	HF1493, HF1334, HF1442, HF1331, HF1551, HF1517,	PhaseEncodingDirection, MagneticFieldStrength, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	7 ( 53.84 %)	13	2
AXIAL_T1_POST_GD	15 (24.59 %)	HF1493, HF1433, HF1325, HF1510, HF1510, HF1293, HF1442, HF1553, HF1463, HF1475, HF1331, HF1409, HF1551, HF1307, HF1517,	MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType, PhaseEncodingDirection,	46 ( 75.4 %)	61	2
AXIAL_T1_PRE_SPECTROSCOPY	7 (43.75 %)	HF1493, HF1334, HF1442, HF1331, HF1502, HF1409, HF1517,	PhaseEncodingDirection, MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType,	9 ( 56.25 %)	16	1
tse1-3	5 (55.55 %)	900-00-5338, 900-00-5342, 900-00-5317, 900-00-5477, 900-00-5316,	RepetitionTime,	4 ( 44.44 %)	9	1
mpr	0 (0.0 %)			24 ( 100.0 %)	24	1
se2	7 (41.17 %)	900-00-5299, 900-00-5341, 900-00-5396, 900-00-5458, 900-00-5476, 900-00-5317, 900-00-5308,	RepetitionTime,	10 ( 58.82 %)	17	2
COR_3D_SPGR/MEG/INCLUDE_AIR!!	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_POST_GD_THRU_TUMOR	1 (33.33 %)	HF1334,	MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType,	2 ( 66.66 %)	3	1
NEW_AXIAL_PERFUSION/20S_DELAY	16 (36.36 %)	HF1433, HF1437, HF1510, HF1510, HF1511, HF1293, HF1442, HF1553, HF1463, HF1475, HF1331, HF1409, HF1551, HF1307, HF1517, HF1538,	MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, MRAcquisitionType,	28 ( 63.63 %)	44	1
AXIAL_T1_PRE_GD	2 (5.0 %)	HF1293, HF1307,	MagneticFieldStrength, PixelBandwidth, ScanningSequence, MRAcquisitionType,	38 ( 95.0 %)	40	1
GRADIENT	0 (0.0 %)			1 ( 100.0 %)	1	2
AXIAL_GRE	1 (14.28 %)	HF1293,	MagneticFieldStrength, PixelBandwidth, ScanningSequence, SequenceVariant, MRAcquisitionType,	6 ( 85.71 %)	7	2
AXIAL_T1_SI_GAD	0 (0.0 %)			1 ( 100.0 %)	1	1
CORONAL_flair	0 (0.0 %)			2 ( 100.0 %)	2	1
FSE	0 (0.0 %)			1 ( 100.0 %)	1	1
SE	1 (100.0 %)	900-00-5412,	RepetitionTime, SequenceVariant, PhaseEncodingSteps,	0 ( 0.0 %)	1	2
GE	0 (0.0 %)			1 ( 100.0 %)	1	1
FIR	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_PRE-GAD/SAME_LOCS	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_mpgr	0 (0.0 %)			2 ( 100.0 %)	2	2
DIFFUSION_B0	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T1_POST_GD_FLAIR	1 (50.0 %)	HF1708,	RepetitionTime, EchoTrainLength,	1 ( 50.0 %)	2	2
Fractional_Aniso.	0 (0.0 %)			1 ( 100.0 %)	1	1
Diffusion_Tensor_25	0 (0.0 %)			2 ( 100.0 %)	2	1
SI	1 (50.0 %)	HF1628,	MagneticFieldStrength, EchoTrainLength, PixelBandwidth, ScanningSequence,	1 ( 50.0 %)	2	1
Middle_eigenvalue	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_FLAIR_RF2__150	0 (0.0 %)			2 ( 100.0 %)	2	1
AX_PD_FSE-IR_RF2_130	0 (0.0 %)			2 ( 100.0 %)	2	1
Average_DC	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T2_FR-FSE_RF2_150	0 (0.0 %)			2 ( 100.0 %)	2	1
SAG_T1_(FLAIR)	0 (0.0 %)			2 ( 100.0 %)	2	2
AX_3D_IRSPGR	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T1_PRE_GD_FLAIR	1 (50.0 %)	HF1708,	RepetitionTime,	1 ( 50.0 %)	2	1
Maximum_eigenvalue	0 (0.0 %)			1 ( 100.0 %)	1	1
DIFFUSION_B1000	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_DIFFUSION_1000	0 (0.0 %)			2 ( 100.0 %)	2	2
AXIAL_VARIABLE_ECHO_PD/T2	0 (0.0 %)			1 ( 100.0 %)	1	2
AXIAL_flair	0 (0.0 %)			1 ( 100.0 %)	1	1
CORONAL_T1_POST	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_POST_GAD.	0 (0.0 %)			1 ( 100.0 %)	1	1
ep_lhd3	0 (0.0 %)			6 ( 100.0 %)	6	1
SPEC	0 (0.0 %)			1 ( 100.0 %)	1	1
SAG_LOC	4 (57.14 %)	HF0899, HF0996, HF0990, HF0883,	RepetitionTime, MagneticFieldStrength, PhaseEncodingDirection, PixelBandwidth, ScanningSequence, MRAcquisitionType,	3 ( 42.85 %)	7	2
AXIAL_T1_PRE/POST_GD	0 (0.0 %)			2 ( 100.0 %)	2	2
axial_gre	1 (50.0 %)	HF0883,	RepetitionTime,	1 ( 50.0 %)	2	3
AX_DIFF	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_PERF	0 (0.0 %)			2 ( 100.0 %)	2	1
DIFF_1000_24_FOV	0 (0.0 %)			4 ( 100.0 %)	4	3
MRA_3_SLAB	1 (100.0 %)	HF1540,	PhaseEncodingDirection,	0 ( 0.0 %)	1	1
AX_PD/T2	1 (25.0 %)	HF1540,	PixelBandwidth,	3 ( 75.0 %)	4	2
Axial_ssfse	0 (0.0 %)			1 ( 100.0 %)	1	1
+COR_T1	1 (50.0 %)	HF1671,	RepetitionTime,	1 ( 50.0 %)	2	1
+AX_T1	2 (50.0 %)	HF1540, HF1429,	RepetitionTime,	2 ( 50.0 %)	4	1
tse1-11	0 (0.0 %)			5 ( 100.0 %)	5	1
FL:C/AXIAL_FSE	0 (0.0 %)			1 ( 100.0 %)	1	2
AXIAL_VEMP	0 (0.0 %)			1 ( 100.0 %)	1	2
AX_DIFFUSION	0 (0.0 %)			1 ( 100.0 %)	1	1
tse2-7	0 (0.0 %)			4 ( 100.0 %)	4	2
PROBE_SI	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1GD_SI_LOC	0 (0.0 %)			1 ( 100.0 %)	1	1
si	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_DWI	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_t1/gd	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_per.	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_t1_pre_gd	0 (0.0 %)			2 ( 100.0 %)	2	2
AX_3DTOF_HEAD_ANGIO	0 (0.0 %)			1 ( 100.0 %)	1	1
SAG_MRV	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_MRV	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_LOC	0 (0.0 %)			1 ( 100.0 %)	1	1
SAGITTAL_T1	0 (0.0 %)			1 ( 100.0 %)	1	1
CORONAL_T1_POST_CONTRAST	0 (0.0 %)			1 ( 100.0 %)	1	1
SAGITTAL_MRV	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_POST_CONTRAST	0 (0.0 %)			1 ( 100.0 %)	1	1
SPEC/REMEMBER_TO_MODIFY_CV'S!	0 (0.0 %)			1 ( 100.0 %)	1	1
dti	0 (0.0 %)			1 ( 100.0 %)	1	1
fmri	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T1	0 (0.0 %)			1 ( 100.0 %)	1	1
3_PLANE	0 (0.0 %)			3 ( 100.0 %)	3	2
COR_T1_C+	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_3D_SPGR_PRE/POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_MEMP_2	0 (0.0 %)			1 ( 100.0 %)	1	4
AXIAL_MEMP_1	0 (0.0 %)			1 ( 100.0 %)	1	4
AXIAL_MPGRE	0 (0.0 %)			2 ( 100.0 %)	2	2
COR_C+	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1___POST_GAD	0 (0.0 %)			1 ( 100.0 %)	1	1
CORONAL_T1___POST_GAD	0 (0.0 %)			1 ( 100.0 %)	1	1
SAG._T1	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_perfusion	0 (0.0 %)			1 ( 100.0 %)	1	3
axial_diff.	0 (0.0 %)			1 ( 100.0 %)	1	1
axial_t1post_gd	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T1_POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_T1_PRE_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_FSE	0 (0.0 %)			1 ( 100.0 %)	1	2
AX_PERFUSION	0 (0.0 %)			1 ( 100.0 %)	1	1
AX_FLAIR	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_MEMP	0 (0.0 %)			1 ( 100.0 %)	1	4
AXIAL_SPGR_VOLUME_PRE/POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_MAG_TRANSFER	0 (0.0 %)			1 ( 100.0 %)	1	1
MultiLoc_MultiPhase	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_MTC	0 (0.0 %)			1 ( 100.0 %)	1	1
COR_T1_POST_GAD.	0 (0.0 %)			1 ( 100.0 %)	1	1
CORONAL_T1_POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
FLAIR	0 (0.0 %)			2 ( 100.0 %)	2	2
T2	0 (0.0 %)			2 ( 100.0 %)	2	4
Head,Sag,2D,Spin_Echo,NPW	0 (0.0 %)			2 ( 100.0 %)	2	1
post_ax	0 (0.0 %)			1 ( 100.0 %)	1	1
pre	1 (50.0 %)	HF1077,	RepetitionTime,	1 ( 50.0 %)	2	1
post_co	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_GR_ECHO/CHANGE_AUTOLOCK	0 (0.0 %)			1 ( 100.0 %)	1	2
AXIAL_T1_LOC_FOR_SPECT_1-4_SL	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_POST_GD_FOR_SPECT.	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_PRE_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_BRAIN_POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T1_BRAIN_PRE_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
AXIAL_T2/ssfse_OK_PER_PATEL	0 (0.0 %)			1 ( 100.0 %)	1	1
COR_T1_BRAIN_POST_GD	0 (0.0 %)			1 ( 100.0 %)	1	1
t2_post	0 (0.0 %)			1 ( 100.0 %)	1	2

Modality : MR_image

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		37.578125		False		None		None		90		15000		2D		2350		90		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	2350.0,	2616.664, 2766.664, 2466.664, 3050.0, 3000.0, 2278.6640625,	900-00-5412_3, 900-00-5382_3, 900-00-5303_4, 900-00-5339_3, 900-00-5404_501,
MagneticFieldStrength	15000.0,	1.5,	900-00-5404_501,
PixelBandwidth	37.578125,	None,	900-00-5404_501,
SequenceVariant	NONE,	SS,	900-00-5404_501,
MRAcquisitionType	2D,	,	900-00-5404_501,
PhaseEncodingSteps	None,	179,	900-00-5404_501,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		2350		30		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	2350.0,	2616.664, 2766.664, 2466.664, 3050.0, 3000.0, 2278.6640625,	900-00-5412_3, 900-00-5382_3, 900-00-5303_4, 900-00-5339_3, 900-00-5404_501,
MagneticFieldStrength	15000.0,	1.5,	900-00-5404_501,
PixelBandwidth	122.109375,	None,	900-00-5404_501,
SequenceVariant	NONE,	SS,	900-00-5404_501,
MRAcquisitionType	2D,	,	900-00-5404_501,
PhaseEncodingSteps	None,	179,	900-00-5404_501,

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		1062.5		False		None		None		90		15000		2D		10999.996		82.30000305		COL		None		EP_SE		None

Multi-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		600		8		ROW		None		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				600.0,				566.664, 516.664, 500.0, 650.0, 583.332, 466.664,				900-00-5385_7, 900-00-5385_2, 900-00-5385_6, 900-00-5382_2, 900-00-5382_7, 900-00-5303_7, 900-00-5303_8, 900-00-5414_2, 900-00-5414_7, 900-00-5414_6,

Multi-Echo Modality : Reference 5

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				500		14		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
FlipAngle	None,	90.0,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
PhaseEncodingDirection	None,	ROW,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
PixelBandwidth	None,	122.109375,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
ScanningSequence	memp,	SE,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
SequenceVariant	NONE,	OSP,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
MRAcquisitionType	,	2D,	900-00-5385_8, 900-00-5385_1, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1,
RepetitionTime	500.0,	366.664, 400.0, 450.0, 350.0, 650.0, 300.0,	900-00-5385_1, HF1292_001, 900-00-5412_1, 900-00-5412_8, 900-00-5382_1, 900-00-5382_8, 900-00-5303_10, 900-00-5303_1, 900-00-5303_9, HF1219_001, HF1437_001, HF0868_001, HF1232_001, HF0986_001, 900-00-5339_1, 900-00-5339_8, 900-00-5414_8, 900-00-5414_1, HF1059_001, HF1113_001, HF0855_001,

Multi-Echo Modality : Reference 6

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		0		BRAIN		122.0703125		False		None		None		90		15000		2D		10002		157.5		ROW		None		IR		None

Multi-Echo Modality : Reference 7

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS_SP_SK		None		0		BRAIN		122.109375		True		None		None		30		15000		3D		7.596		1.679999948		ROW		None		GR		None

Multi-Echo Modality : Reference 8

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				0250		0020		None		None		2dfast		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	250.0,	2653.60205078125, 3500.0,	900-00-5380_601, HF0986_002, HF1398_003,
MagneticFieldStrength	None,	3.0,	900-00-5380_601,
FlipAngle	None,	90.0,	900-00-5380_601,
PhaseEncodingDirection	None,	ROW,	900-00-5380_601,
ScanningSequence	2dfast,	SE, fse,	900-00-5380_601, HF0986_002, HF1398_003,
SequenceVariant	NONE,	SS,	900-00-5380_601,
PhaseEncodingSteps	None,	192,	900-00-5380_601,

Multi-Echo Modality : Reference 9

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		None		False		None		None		90.0		3.0				0250		0010		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	3.0,	None,	HF1292_008, HF1232_006, HF1059_006, HF1113_006,
FlipAngle	90.0,	None,	HF1292_008, HF1232_006, HF1059_006, HF1113_006,
PhaseEncodingDirection	ROW,	None,	HF1292_008, HF1232_006, HF1059_006, HF1113_006,
ScanningSequence	SE,	2dfast,	HF1292_008, HF1232_006, HF1059_006, HF1113_006,
SequenceVariant	SS,	NONE,	HF1292_008, HF1232_006, HF1059_006, HF1113_006,
RepetitionTime	250.0,	600.0, 525.0, 500.0, 450.0, 625.000183105468,	900-00-5380_901, 900-00-5380_801, 900-00-5380_401, 900-00-5380_1101, 900-00-5380_1201,
PhaseEncodingSteps	None,	179, 205,	900-00-5380_901, 900-00-5380_801, 900-00-5380_401, 900-00-5380_1101, 900-00-5380_1201,

Multi-Echo Modality : Reference 10

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				3500		0088		None		None		fse		None

Parameter	Ref. Value	Found	Subject_Session
FlipAngle	None,	90.0,	HF1235_2,
RepetitionTime	3500.0,	9999.0,	HF1398_005,
ScanningSequence	fse,	epi2,	HF1398_005,

Multi-Echo Modality : Reference 11

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				3500		0022		None		None		fse		None

Parameter				Ref. Value				Found				Subject_Session
FlipAngle				None,				90.0,				HF1235_2,

Multi-Echo Modality : Reference 12

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0155		None		None		flair		None

Parameter				Ref. Value				Found				Subject_Session
ScanningSequence				flair,				fse,				HF1398_004,

Multi-Echo Modality : Reference 13

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0119		None		None		flair		None

Multi-Echo Modality : Reference 14

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0100		None		None		epi2		None

Multi-Echo Modality : Reference 15

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1550		0040		None		None		epi2		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				1550.0,				1900.0,				HF0899_008, HF0986_006, HF1059_008, HF0855_006,
ScanningSequence				epi2,				epi,				HF1398_007,

Multi-Echo Modality : Reference 16

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		1062.5		False		None		None		90		15000		2D		10999.996		81.19999695		COL		None		EP_SE		None

Multi-Echo Modality : Reference 17

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		550		9		ROW		None		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				550.0,				500.0, 533.332, 600.0,				900-00-5412_6, 900-00-5339_2, 900-00-5339_7, 900-00-5339_6,

Multi-Echo Modality : Reference 18

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		6		BRAIN		None		False		None		None		69.0		1.5				649.999816894531		12.0		ROW		204		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				649.999816894531,				600.0,				900-00-5404_501,

Multi-Echo Modality : Reference 19

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		None		False		None		None		69.0		1.5				450.000091552734		15.0		ROW		166		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				450.000091552734,				572.031005859375, 608.482482910156, 606.469482421875, 609.595520019531,				900-00-5379_601, 900-00-5404_901, 900-00-5404_801, 900-00-5404_201,
FlipAngle				69.0,				90.0,				900-00-5404_201,

Multi-Echo Modality : Reference 20

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		23		BRAIN		None		False		None		None		90.0		1.5				6000.0		120.0		ROW		184		IR		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	6000.0,	3797.07446289062,	900-00-5379_201,
EchoTrainLength	23,	8,	900-00-5379_201,
ScanningSequence	IR,	SE,	900-00-5379_201,
SequenceVariant	SK,	OSP,	900-00-5379_201,
PhaseEncodingSteps	184,	200,	900-00-5379_201,

Multi-Echo Modality : Reference 21

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		MP		None		42		BRAIN		None		False		None		None		20.0		1.5				15.0		5.21140003204345		ROW		126		GR		None

Multi-Echo Modality : Reference 22

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SP		None		0		BRAIN		None		False		None		None		10.0		3.0				17.2747993469238		6.48269987106323		None		196		GR		None

Parameter				Ref. Value				Found				Subject_Session
PhaseEncodingDirection				None,				ROW, COL,				900-00-5380_501, 900-00-5380_502,

Multi-Echo Modality : Reference 23

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SP		None		0		BRAIN		None		False		None		None		18.0		3.0				14.2243003845214		3.45254993438720		None		288		GR		None

Parameter				Ref. Value				Found				Subject_Session
PhaseEncodingDirection				None,				ROW, COL,				900-00-5380_301, 900-00-5380_302,

Multi-Echo Modality : Reference 24

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		None		False		None		None		90.0		3.0				2653.60205078125		105.0		ROW		192		SE		None

Multi-Echo Modality : Reference 25

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		MP		None		64		BRAIN		None		False		None		None		15.0		3.0				11.1230001449584		4.60360002517700		ROW		128		GR		None

Multi-Echo Modality : Reference 26

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		27		BRAIN		None		False		None		None		90.0		3.0				11000.0		125.0		ROW		204		IR		None

Multi-Echo Modality : Reference 27

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		0		BRAIN		None		False		None		None		90.0		3.0				4212.59521484375		55.0		COL		88		RM		None

Parameter				Ref. Value				Found				Subject_Session
ScanningSequence				RM,				SE,				900-00-5380_201,

Multi-Echo Modality : Reference 28

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		None		False		None		None		80.0		3.0				794.122497558593		4.60377502441406		ROW		192		GR		None

Multi-Echo Modality : Reference 29

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0098		None		None		epi2		None

Multi-Echo Modality : Reference 30

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				3500		0080		None		None		fse		None

Multi-Echo Modality : Reference 31

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0159		None		None		flair		None

Multi-Echo Modality : Reference 32

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		992.1875		False		None		None		90		15000		2D		10999.996		96.19999695		COL		None		EP_SE		None

Multi-Echo Modality : Reference 33

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS_SP_SK		None		0		BRAIN		122.109375		True		None		None		30		15000		3D		7.68		1.692000031		ROW		None		GR		None

Multi-Echo Modality : Reference 34

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				1000		0099		None		None		epi2		None

Multi-Echo Modality : Reference 35

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		0		BRAIN		None		False		None		None		90.0		1.5				3975.31811523437		74.0		COL		89		SE		None

Parameter				Ref. Value				Found				Subject_Session
ScanningSequence				SE,				RM,				900-00-5404_302, 900-00-5404_402,

Multi-Echo Modality : Reference 36

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SP		None		0		BRAIN		None		False		None		None		30.0		1.5				25.0		4.59980010986328		ROW		228		GR		None

Multi-Echo Modality : Reference 37

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		MP		None		42		BRAIN		None		False		None		None		20.0		1.5				15.0		5.21150016784668		ROW		126		GR		None

Multi-Echo Modality : Reference 38

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		None		None				2266		0000		None		None		mpcsi57		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime
MagneticFieldStrength
FlipAngle
PhaseEncodingDirection
PixelBandwidth
ScanningSequence
SequenceVariant
MRAcquisitionType
EchoTrainLength
PhaseEncodingSteps

Modality : se1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		70		1.493806		2D		005.400000E+02		001.200000E+01		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				540.0,				484.0, 880.0, 355.0, 420.0, 440.0, 584.0, 400.0, 820.0, 528.0, 684.0, 1100.0, 594.0, 480.0, 727.0, 730.0, 666.0, 680.0, 600.0, 500.0, 650.0,				900-00-5385_7, 900-00-5385_6, 900-00-5385_3, 900-00-1961_2, 900-00-1961_7, 900-00-1961_6, 900-00-1961_8, 900-00-1961_9, 900-00-5445_8, 900-00-5445_6, 900-00-5445_2, 900-00-5445_7, 900-00-5462_6, 900-00-5462_7, 900-00-5462_2, 900-00-5462_10, 900-00-5462_9, 900-00-5299_2, 900-00-5299_8, 900-00-5299_9, 900-00-5299_7, 900-00-5346_10, 900-00-5346_9, 900-00-5346_8, 900-00-5346_2, 900-00-5346_7, 900-00-5379_2, 900-00-5379_6, 900-00-5379_7, 900-00-5303_6, 900-00-5303_7, 900-00-5380_7, 900-00-5380_2, 900-00-5380_6, 900-00-5338_2, 900-00-5338_7, 900-00-5338_3, 900-00-5338_8, 900-00-5338_9, 900-00-5338_6, 900-00-5341_4, 900-00-5341_6, 900-00-5341_7, 900-00-5341_8, 900-00-5341_10, 900-00-5341_2, 900-00-5341_11, 900-00-5396_6, 900-00-5396_7, 900-00-5396_9, 900-00-5396_8, 900-00-5396_2, 900-00-5342_9, 900-00-5342_7, 900-00-5342_3, 900-00-5342_6, 900-00-5332_9, 900-00-5332_2, 900-00-5332_8, 900-00-5332_10, 900-00-5332_6, 900-00-5332_7, 900-00-5381_9, 900-00-5381_10, 900-00-5381_2, 900-00-5381_8, 900-00-5381_7, 900-00-5381_6, 900-00-5413_2, 900-00-5413_9, 900-00-5413_7, 900-00-5413_8, 900-00-5413_6, 900-00-5458_10, 900-00-5458_2, 900-00-5458_9, 900-00-5458_8, 900-00-5458_3, 900-00-5458_7, 900-00-5458_6, 900-00-5476_2, 900-00-5476_8, 900-00-5476_9, 900-00-5476_7, 900-00-5476_6, 900-00-5476_11, 900-00-5476_10, 900-00-5339_7, 900-00-5339_8, 900-00-5339_6, 900-00-5339_2, 900-00-5468_2, 900-00-5468_6, 900-00-5468_7, 900-00-5468_10, 900-00-5468_11, 900-00-5414_7, 900-00-5414_2, 900-00-5414_6, 900-00-5317_6, 900-00-5317_2, 900-00-5317_7, 900-00-5317_11, 900-00-5308_10, 900-00-5308_2, 900-00-5308_9, 900-00-5308_6, 900-00-5308_7, 900-00-5477_2, 900-00-5477_6, 900-00-5477_7, 900-00-5477_9, 900-00-5316_7, 900-00-5316_2, 900-00-5316_6, 900-00-5316_8, 900-00-5459_10, 900-00-5459_2, 900-00-5459_3, 900-00-5459_9, 900-00-5459_7, 900-00-5459_6, 900-00-5393_8, 900-00-5393_2, 900-00-5393_9, 900-00-5393_7, 900-00-5384_7, 900-00-5384_2, 900-00-5384_6, 900-00-5384_8, 900-00-5384_9, 900-00-5315_8, 900-00-5315_2, 900-00-5315_9, 900-00-5315_7, 900-00-5315_6, 900-00-5345_9, 900-00-5345_2, 900-00-5345_7, 900-00-5345_8, 900-00-5345_6,
FlipAngle				70.0,				90.0,				900-00-1961_8, 900-00-5445_7, 900-00-5462_9, 900-00-5299_8, 900-00-5346_9, 900-00-5338_9, 900-00-5332_9, 900-00-5381_9, 900-00-5413_9, 900-00-5458_9, 900-00-5476_11, 900-00-5468_10, 900-00-5308_9, 900-00-5459_9, 900-00-5393_8, 900-00-5384_9, 900-00-5315_8, 900-00-5345_8,

Modality : tirm1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		180		1.493806		2D		009.000000E+03		001.050000E+02		ROW		None		IR		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				9000.0,				7000.0,				900-00-5342_6, 900-00-5332_6, 900-00-5381_5, 900-00-5477_6, 900-00-5316_6,

Modality : AXIAL_T2

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		37.578125		False		None		None		90		15000		2D		2433.332000		90.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1226_3,
PhaseEncodingDirection	ROW,	None,	HF1226_3,
PixelBandwidth	37.578125,	None, 34.84375,	HF1226_3, HF1078_2,
ScanningSequence	SE,	fcmemp,	HF1226_3,
MRAcquisitionType	2D,	,	HF1226_3,
RepetitionTime	2433.332,	2466.664,	HF1078_2,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		97.656250		False		None		None		90		15000		2D		2433.332000		30.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1226_3,
PhaseEncodingDirection	ROW,	None,	HF1226_3,
PixelBandwidth	97.65625,	None,	HF1226_3,
ScanningSequence	SE,	fcmemp,	HF1226_3,
MRAcquisitionType	2D,	,	HF1226_3,
RepetitionTime	2433.332,	2466.664,	HF1078_2,

Modality : SAG

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				400.000000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	400.0,	600.0,	HF1078_1,
MagneticFieldStrength	None,	15000.0,	HF1078_1,
PhaseEncodingDirection	None,	ROW,	HF1078_1,
PixelBandwidth	None,	125.0,	HF1078_1,
ScanningSequence	memp,	SE,	HF1078_1,
SequenceVariant	NONE,	OSP,	HF1078_1,
MRAcquisitionType	,	2D,	HF1078_1,

Modality : AXIAL_T1_PRE

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				533.332000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	533.332,	500.0, 466.664,	HF1292_5, HF1078_4,
MagneticFieldStrength	None,	15000.0,	HF1078_4,
PhaseEncodingDirection	None,	ROW,	HF1078_4,
PixelBandwidth	None,	125.0,	HF1078_4,
ScanningSequence	memp,	SE,	HF1078_4,
SequenceVariant	NONE,	OSP,	HF1078_4,
MRAcquisitionType	,	2D,	HF1078_4,

Modality : AXIAL_T1_POST

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				533.332000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	533.332,	466.664,	HF1078_5,
MagneticFieldStrength	None,	15000.0,	HF1078_5,
PhaseEncodingDirection	None,	ROW,	HF1078_5,
PixelBandwidth	None,	125.0,	HF1078_5,
ScanningSequence	memp,	SE,	HF1078_5,
SequenceVariant	NONE,	OSP,	HF1078_5,
MRAcquisitionType	,	2D,	HF1078_5,

Modality : 3_PLANE_LOC

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		244.140625		False		None		None		30		15000		2D		32.100000		1.700000		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
MagneticFieldStrength				15000.0,				30000.0,				HF1652_1, HF1708_1,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		244.140625		False		None		None		30		15000		2D		32.1		1.700000048		ROW		None		RM		None

Modality : AXIAL_PERFUSION

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		None		False		None		None		90		None		2D		1549.996000		40.000000		None		None		EP_GR		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0, 30000.0,	HF1613_9, HF1652_14, HF1652_15, HF1628_9, HF1490_7, HF1677_9, HF1560_8, HF1708_3, HF1587_7, HF1606_7, HF1568_7, HF1588_7, HF1702_7,
PhaseEncodingDirection	None,	COL,	HF1613_9, HF1652_14, HF1652_15, HF1628_9, HF1490_7, HF1677_9, HF1560_8, HF1708_3, HF1587_7, HF1606_7, HF1568_7, HF1588_7, HF1702_7,
PixelBandwidth	None,	968.75, 1562.5,	HF1613_9, HF1652_14, HF1652_15, HF1628_9, HF1490_7, HF1677_9, HF1560_8, HF1708_3, HF1587_7, HF1606_7, HF1568_7, HF1588_7, HF1702_7,
RepetitionTime	1549.996,	1900.048, 1899.996,	HF0960_6, HF0920_8, HF1097_6, HF1000_8, HF1708_3, HF1071_9, HF1058_6, HF0962_10, HF0931_8, HF0966_8, HF0990_6, HF1702_7, HF0883_7, HF1077_6,
ScanningSequence	EP_GR,	epi2, epi,	HF0960_6, HF0920_8, HF1097_6, HF1000_8, HF1071_9, HF1058_6, HF0962_10, HF0931_8, HF0966_8, HF0990_6, HF1398_7, HF0883_7, HF1077_6,
SequenceVariant	SS,	NONE,	HF0960_6, HF0920_8, HF1097_6, HF1000_8, HF1071_9, HF1058_6, HF0962_10, HF0931_8, HF0966_8, HF0990_6, HF1398_7, HF0883_7, HF1077_6,
MRAcquisitionType	2D,	,	HF0960_6, HF0920_8, HF1097_6, HF1000_8, HF1071_9, HF1058_6, HF0962_10, HF0931_8, HF0966_8, HF0990_6, HF1398_7, HF0883_7, HF1077_6,

Modality : SAG_T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		550.000000		14.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	550.0,	600.0, 400.0, 566.664, 300.0,	HF1420_2, HF1122_1, HF1300_1, HF1540_3, HF1540_7, HF1540_5, HF1540_4, HF1490_2, HF1071_1, HF1429_2, HF1407_2, HF0953_1, HF0966_1,
MagneticFieldStrength	15000.0,	None,	HF1122_1, HF1300_1, HF1071_1, HF0953_1, HF0966_1,
PhaseEncodingDirection	ROW,	None,	HF1122_1, HF1300_1, HF1071_1, HF0953_1, HF0966_1,
PixelBandwidth	125.0,	None, 122.109375,	HF1122_1, HF1300_1, HF1540_3, HF1540_7, HF1540_5, HF1540_4, HF1071_1, HF1429_2, HF1407_2, HF0953_1, HF0966_1, HF1671_2,
ScanningSequence	SE,	memp,	HF1122_1, HF1300_1, HF1071_1, HF0953_1, HF0966_1,
SequenceVariant	OSP,	NONE,	HF1122_1, HF1300_1, HF1071_1, HF0953_1, HF0966_1,
MRAcquisitionType	2D,	,	HF1122_1, HF1300_1, HF1071_1, HF0953_1, HF0966_1,

Modality : AXIAL_FLAIR

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10004.000000		155.000000		None		None		flair		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1613_4, HF1493_3, HF1420_4, HF1433_3, HF1325_3, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1510_3, HF1510_3, HF1511_3, HF1293_3, HF1442_3, HF1553_3, HF1463_3, HF1475_1, HF1331_3, HF1606_5, HF1568_4, HF1588_4, HF1078_3, HF1409_3, HF1551_3, HF1307_3, HF1702_4, HF1517_3, HF1538_4,
PhaseEncodingDirection	None,	ROW,	HF1613_4, HF1420_4, HF1433_3, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1510_3, HF1510_3, HF1511_3, HF1553_3, HF1463_3, HF1475_1, HF1606_5, HF1568_4, HF1588_4, HF1078_3, HF1551_3, HF1702_4, HF1538_4,
PixelBandwidth	None,	244.140625, 250.0,	HF1613_4, HF1493_3, HF1420_4, HF1433_3, HF1325_3, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1510_3, HF1510_3, HF1511_3, HF1293_3, HF1442_3, HF1553_3, HF1463_3, HF1475_1, HF1331_3, HF1606_5, HF1568_4, HF1588_4, HF1078_3, HF1409_3, HF1551_3, HF1307_3, HF1702_4, HF1517_3, HF1538_4,
ScanningSequence	flair,	IR, RM, fse,	HF1613_4, HF1493_3, HF1420_4, HF1433_3, HF1325_3, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1510_3, HF1510_3, HF1511_3, HF1293_3, HF1442_3, HF1553_3, HF1463_3, HF1475_1, HF1331_3, HF1606_5, HF1568_4, HF1588_4, HF1078_3, HF1409_3, HF1551_3, HF1307_3, HF1398_4, HF1702_4, HF1517_3, HF1538_4,
SequenceVariant	NONE,	SK,	HF1613_4, HF1420_4, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1606_5, HF1568_4, HF1588_4, HF1702_4,
MRAcquisitionType	,	2D,	HF1613_4, HF1493_3, HF1420_4, HF1433_3, HF1325_3, HF1628_4, HF1490_4, HF1677_4, HF1560_5, HF1587_4, HF1510_3, HF1510_3, HF1511_3, HF1293_3, HF1442_3, HF1553_3, HF1463_3, HF1475_1, HF1331_3, HF1606_5, HF1568_4, HF1588_4, HF1078_3, HF1409_3, HF1551_3, HF1307_3, HF1702_4, HF1517_3, HF1538_4,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10004.000000		161.000000		None		None		flair		None

Multi-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10002.000000		145.000000		None		None		flair		None

Modality : AXIAL_DIFFUSION

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		484.375000		False		None		None		90		15000		2D		9999.996000		102.300003		COL		None		EP_SE		None

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1493_4, HF1433_4, HF1325_4, HF1510_4, HF1510_4, HF1511_4, HF1442_4, HF1553_4, HF1463_4, HF1475_2, HF1331_4, HF1409_4, HF1551_4, HF1307_4, HF1517_4, HF1538_5,
PixelBandwidth	None,	1421.875, 1421.88,	HF1493_4, HF1433_4, HF1325_4, HF1510_4, HF1510_4, HF1511_4, HF1442_4, HF1553_4, HF1463_4, HF1475_2, HF1331_4, HF1409_4, HF1551_4, HF1307_4, HF1517_4, HF1538_5,
ScanningSequence	epi2,	RM, EP_RM,	HF1493_4, HF1433_4, HF1325_4, HF1510_4, HF1510_4, HF1511_4, HF1442_4, HF1553_4, HF1463_4, HF1475_2, HF1331_4, HF1409_4, HF1551_4, HF1307_4, HF1517_4, HF1538_5,
MRAcquisitionType	,	2D,	HF1493_4, HF1433_4, HF1325_4, HF1510_4, HF1510_4, HF1511_4, HF1442_4, HF1553_4, HF1463_4, HF1475_2, HF1331_4, HF1409_4, HF1551_4, HF1307_4, HF1517_4, HF1538_5,
PhaseEncodingDirection	None,	COL,	HF1433_4, HF1510_4, HF1510_4, HF1511_4, HF1553_4, HF1463_4, HF1475_2, HF1551_4, HF1538_5,

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		484.375000		False		None		None		90		15000		2D		9999.996000		88.500000		COL		None		EP_SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1398_5,
PhaseEncodingDirection	COL,	None,	HF1398_5,
PixelBandwidth	484.375,	None,	HF1398_5,
ScanningSequence	EP_SE,	epi2,	HF1398_5,
MRAcquisitionType	2D,	,	HF1398_5,

Multi-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		100.600000		None		None		epi2		None

Multi-Echo Modality : Reference 5

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		19.400000		None		None		epi2		None

Multi-Echo Modality : Reference 6

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		9999.996000		71.699997		COL		None		EP_SE		None

Multi-Echo Modality : Reference 7

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		101.100000		None		None		epi2		None

Multi-Echo Modality : Reference 8

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		976.562500		False		None		None		90		15000		2D		9999.996000		92.099998		COL		None		EP_SE		None

Multi-Echo Modality : Reference 9

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		9999.996000		71.800003		COL		None		EP_SE		None

Multi-Echo Modality : Reference 10

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		484.375		False		None		None		90		15000		2D		9999.996		102.3000031		COL		None		EP_SE		None

Multi-Echo Modality : Reference 11

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		1468.750000		False		None		None		90		15000		2D		10000.015625		100.599998		None		None		RM		None

Multi-Echo Modality : Reference 12

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		99.000000		None		None		epi2		None

Multi-Echo Modality : Reference 13

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		484.375		False		None		None		90		15000		2D		9999.996		103		COL		None		EP_SE		None

Multi-Echo Modality : Reference 14

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		976.5625		False		None		None		90		15000		2D		9999.996		92.09799957		COL		None		EP_SE		None

Modality : AXIAL_T1_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	ROW,	None,	HF1628_8, HF1122_7, HF0966_9, HF1398_8,
MagneticFieldStrength	15000.0,	None,	HF1122_7, HF0966_9, HF1398_8,
PixelBandwidth	125.0,	None,	HF1122_7, HF0966_9, HF1398_8,
ScanningSequence	SE,	memp,	HF1122_7, HF0966_9, HF1398_8,
MRAcquisitionType	2D,	,	HF1122_7, HF0966_9, HF1398_8,
RepetitionTime	500.0,	516.664,	HF1490_8,

Modality : AXIAL_FSE

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		8		BRAIN		244.140625		False		None		None		90		15000		2D		3500.000000		80.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1398_3,
PhaseEncodingDirection	ROW,	None,	HF1398_3,
EchoTrainLength	8,	0,	HF1398_3,
PixelBandwidth	244.140625,	None,	HF1398_3,
ScanningSequence	SE,	fse,	HF1398_3,
SequenceVariant	SK,	NONE,	HF1398_3,
MRAcquisitionType	2D,	,	HF1398_3,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		8		BRAIN		244.140625		False		None		None		90		15000		2D		3500.000000		20.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1398_3,
PhaseEncodingDirection	ROW,	None,	HF1398_3,
EchoTrainLength	8,	0,	HF1398_3,
PixelBandwidth	244.140625,	None,	HF1398_3,
ScanningSequence	SE,	fse,	HF1398_3,
SequenceVariant	SK,	NONE,	HF1398_3,
MRAcquisitionType	2D,	,	HF1398_3,

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF0962_3,
PhaseEncodingDirection	None,	ROW,	HF0962_3,
EchoTrainLength	0,	8,	HF0962_3,
PixelBandwidth	None,	244.140625,	HF0962_3,
ScanningSequence	fse,	SE,	HF0962_3,
SequenceVariant	NONE,	SK,	HF0962_3,
MRAcquisitionType	,	2D,	HF0962_3,

Multi-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF0962_3,
PhaseEncodingDirection	None,	ROW,	HF0962_3,
EchoTrainLength	0,	8,	HF0962_3,
PixelBandwidth	None,	244.140625,	HF0962_3,
ScanningSequence	fse,	SE,	HF0962_3,
SequenceVariant	NONE,	SK,	HF0962_3,
MRAcquisitionType	,	2D,	HF0962_3,

Modality : AXIAL_T1

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1242_5, HF1122_5, HF1397_6, HF0966_7,
PhaseEncodingDirection	ROW,	None,	HF1242_5, HF1628_11, HF1122_5, HF1397_6, HF0966_7,
PixelBandwidth	125.0,	None,	HF1242_5, HF1122_5, HF1397_6, HF0966_7,
ScanningSequence	SE,	memp,	HF1242_5, HF1122_5, HF1397_6, HF0966_7,
MRAcquisitionType	2D,	,	HF1242_5, HF1122_5, HF1397_6, HF0966_7,
RepetitionTime	500.0,	516.664,	HF1490_6,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		2250.000000		280.000000		ROW		None		SE		None

Modality : AX_T1_POST_SPECT&GD/NON-OBLIQ

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		None		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	None,	ROW,	HF1510_10, HF1510_10, HF1511_11, HF1553_10, HF1463_10, HF1475_8,
MagneticFieldStrength	15000.0,	None,	HF1502_10, HF1538_2,
PixelBandwidth	125.0,	None,	HF1502_10, HF1538_2,
ScanningSequence	SE,	memp,	HF1502_10, HF1538_2,
MRAcquisitionType	2D,	,	HF1502_10, HF1538_2,

Modality : AXIAL__FSE

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
EchoTrainLength	0,	8.0,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
PixelBandwidth	None,	244.140625, 244.141,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
ScanningSequence	fse,	SE,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
SequenceVariant	NONE,	SK,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
MRAcquisitionType	,	2D,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
PhaseEncodingDirection	None,	ROW,	HF1433_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1553_2, HF1463_2, HF1551_2, HF1538_2, HF1538_3,
RepetitionTime	3500.0,	2866.664062,	HF1442_2,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
EchoTrainLength	0,	8,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
PixelBandwidth	None,	244.140625, 244.141,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
ScanningSequence	fse,	SE,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
SequenceVariant	NONE,	SK,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
MRAcquisitionType	,	2D,	HF1493_2, HF1433_2, HF1325_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1293_2, HF1442_2, HF1553_2, HF1463_2, HF1331_2, HF1409_2, HF1551_2, HF1307_2, HF1517_2, HF1538_2, HF1538_3,
PhaseEncodingDirection	None,	ROW,	HF1433_2, HF1437_2, HF1510_2, HF1510_2, HF1511_2, HF1553_2, HF1463_2, HF1551_2, HF1538_2, HF1538_3,
RepetitionTime	3500.0,	2866.664062,	HF1442_2,

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		72.000000		None		None		fse		None

Multi-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		18.000000		None		None		fse		None

Modality : AXIAL_T1_PRE-GAD.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	ROW,	None,	HF1493_7, HF1334_7, HF1511_8, HF1442_7, HF1331_7, HF1409_6, HF1517_7,
MagneticFieldStrength	15000.0,	None,	HF1334_7, HF1511_8,
PixelBandwidth	125.0,	None,	HF1334_7, HF1511_8,
ScanningSequence	SE,	memp,	HF1334_7, HF1511_8,
MRAcquisitionType	2D,	,	HF1334_7, HF1511_8,

Modality : AX_GRE_POST_SPEC/MODIFY_CV'S!

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		45		15000		2D		250.000000		20.000000		ROW		None		GR		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	ROW,	None,	HF1493_6, HF1334_6, HF1442_6, HF1331_6, HF1551_6, HF1517_6,
MagneticFieldStrength	15000.0,	None,	HF1334_6,
PixelBandwidth	125.0,	None,	HF1334_6,
ScanningSequence	GR,	2dfast,	HF1334_6,
SequenceVariant	SS,	NONE,	HF1334_6,
MRAcquisitionType	2D,	,	HF1334_6,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		45		15000		2D		250.000000		10.000000		ROW		None		GR		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	ROW,	None,	HF1493_6, HF1334_6, HF1442_6, HF1331_6, HF1551_6, HF1517_6,
MagneticFieldStrength	15000.0,	None,	HF1334_6,
PixelBandwidth	125.0,	None,	HF1334_6,
ScanningSequence	GR,	2dfast,	HF1334_6,
SequenceVariant	SS,	NONE,	HF1334_6,
MRAcquisitionType	2D,	,	HF1334_6,

Modality : AXIAL_T1_POST_GD

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1493_8, HF1433_10, HF1325_1, HF1510_9, HF1510_9, HF1293_10, HF1293_9, HF1442_9, HF1553_9, HF1463_9, HF1475_7, HF1331_9, HF1409_8, HF1551_9, HF1307_10, HF1517_9,
PixelBandwidth	None,	125.0,	HF1493_8, HF1433_10, HF1325_1, HF1510_9, HF1510_9, HF1293_10, HF1293_9, HF1442_9, HF1553_9, HF1463_9, HF1475_7, HF1331_9, HF1409_8, HF1551_9, HF1307_10, HF1517_9,
ScanningSequence	memp,	SE,	HF1493_8, HF1433_10, HF1325_1, HF1510_9, HF1510_9, HF1293_10, HF1293_9, HF1442_9, HF1553_9, HF1463_9, HF1475_7, HF1331_9, HF1409_8, HF1551_9, HF1307_10, HF1517_9,
MRAcquisitionType	,	2D,	HF1493_8, HF1433_10, HF1325_1, HF1510_9, HF1510_9, HF1293_10, HF1293_9, HF1442_9, HF1553_9, HF1463_9, HF1475_7, HF1331_9, HF1409_8, HF1551_9, HF1307_10, HF1517_9,
PhaseEncodingDirection	None,	ROW,	HF1510_9, HF1510_9, HF1553_9, HF1463_9, HF1475_7,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		8.000000		None		None		memp		None

Modality : AXIAL_T1_PRE_SPECTROSCOPY

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
PhaseEncodingDirection	ROW,	None,	HF1493_5, HF1334_5, HF1442_5, HF1331_5, HF1502_5, HF1409_5, HF1517_5,
MagneticFieldStrength	15000.0,	None,	HF1334_5, HF1502_5,
PixelBandwidth	125.0,	None,	HF1334_5, HF1502_5,
ScanningSequence	SE,	memp,	HF1334_5, HF1502_5,
MRAcquisitionType	2D,	,	HF1334_5, HF1502_5,

Modality : tse1-3

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		180		1.493806		2D		007.400000E+02		001.200000E+01		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				740.0,				828.0, 920.0, 782.0, 1104.0, 874.0,				900-00-5338_8, 900-00-5342_7, 900-00-5342_4, 900-00-5317_12, 900-00-5477_7, 900-00-5477_4, 900-00-5316_4, 900-00-5316_9,

Modality : se2

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		90		1.493806		2D		002.020000E+03		008.000000E+01		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				2020.0,				2400.0, 2120.0, 2222.0,				900-00-5299_6, 900-00-5299_4, 900-00-5341_4, 900-00-5396_4, 900-00-5458_4, 900-00-5476_4, 900-00-5317_4, 900-00-5308_4,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		90		1.493806		2D		002.020000E+03		002.000000E+01		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				2020.0,				2400.0, 2120.0, 2222.0,				900-00-5299_6, 900-00-5299_4, 900-00-5341_4, 900-00-5396_4, 900-00-5458_4, 900-00-5476_4, 900-00-5317_4, 900-00-5308_4,

Modality : AXIAL_T1_POST_GD_THRU_TUMOR

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		None		None		SE		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	15000.0,	None,	HF1334_9,
PixelBandwidth	125.0,	None,	HF1334_9,
ScanningSequence	SE,	memp,	HF1334_9,
MRAcquisitionType	2D,	,	HF1334_9,

Modality : NEW_AXIAL_PERFUSION/20S_DELAY

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				1550.032000		40.000000		None		None		epi2		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1433_9, HF1437_6, HF1510_8, HF1510_8, HF1511_9, HF1293_8, HF1442_8, HF1553_8, HF1463_8, HF1475_6, HF1331_8, HF1409_7, HF1551_8, HF1307_9, HF1517_8, HF1538_9,
PhaseEncodingDirection	None,	COL,	HF1433_9, HF1437_6, HF1510_8, HF1510_8, HF1511_9, HF1553_8, HF1463_8, HF1475_6, HF1538_9,
PixelBandwidth	None,	968.75,	HF1433_9, HF1437_6, HF1510_8, HF1510_8, HF1511_9, HF1293_8, HF1442_8, HF1553_8, HF1463_8, HF1475_6, HF1331_8, HF1409_7, HF1551_8, HF1307_9, HF1517_8, HF1538_9,
ScanningSequence	epi2,	EP_RM, RM,	HF1433_9, HF1437_6, HF1510_8, HF1510_8, HF1511_9, HF1293_8, HF1442_8, HF1553_8, HF1463_8, HF1475_6, HF1331_8, HF1409_7, HF1551_8, HF1307_9, HF1517_8, HF1538_9,
MRAcquisitionType	,	2D,	HF1433_9, HF1437_6, HF1510_8, HF1510_8, HF1511_9, HF1293_8, HF1442_8, HF1553_8, HF1463_8, HF1475_6, HF1331_8, HF1409_7, HF1551_8, HF1307_9, HF1517_8, HF1538_9,

Modality : AXIAL_T1_PRE_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1293_5, HF1293_7, HF1307_5,
PixelBandwidth	None,	125.0,	HF1293_5, HF1293_7, HF1307_5,
ScanningSequence	memp,	SE,	HF1293_5, HF1293_7, HF1307_5,
MRAcquisitionType	,	2D,	HF1293_5, HF1293_7, HF1307_5,

Modality : AXIAL_GRE

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		20.000000		None		None		2dfast		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1293_6,
PixelBandwidth	None,	125.0,	HF1293_6,
ScanningSequence	2dfast,	GR,	HF1293_6,
SequenceVariant	NONE,	SS,	HF1293_6,
MRAcquisitionType	,	2D,	HF1293_6,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		10.000000		None		None		2dfast		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	None,	15000.0,	HF1293_6,
PixelBandwidth	None,	125.0,	HF1293_6,
ScanningSequence	2dfast,	GR,	HF1293_6,
SequenceVariant	NONE,	SS,	HF1293_6,
MRAcquisitionType	,	2D,	HF1293_6,

Modality : SE

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		0.3		2D		380		18.0		ROW		178		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				380.0,				400.0,				900-00-5412_8,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		None		False		None		None		90		0.3		2D		450		20.0		ROW		178		SE		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	450.0,	200.0, 555.0,	900-00-5412_1, 900-00-5412_2,
SequenceVariant	OSP,	NONE,	900-00-5412_1,
PhaseEncodingSteps	178,	128, 152,	900-00-5412_1, 900-00-5412_2,

Modality : AX_T1_POST_GD_FLAIR

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		4		BRAIN		122.070312		False		None		None		90		30000		2D		2799.112000		8.104000		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				2799.112,				3399.008,				HF1708_104,
EchoTrainLength				4.0,				5.0,				HF1708_104,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		5		BRAIN		122.070312		False		None		None		90		30000		2D		3000.008000		8.488000		ROW		None		RM		None

Modality : SI

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		Cr		None		4		BRAIN		122.070312		False		None		None		90		30000		2D		2250.000000		280		ROW		None		RM		None

Parameter	Ref. Value	Found	Subject_Session
MagneticFieldStrength	30000.0,	15000.0,	HF1628_61,
EchoTrainLength	4.0,	0.0,	HF1628_61,
PixelBandwidth	122.070312,	125.0,	HF1628_61,
ScanningSequence	RM,	SE,	HF1628_61,

Modality : AX_T1_PRE_GD_FLAIR

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		4		BRAIN		122.070312		False		None		None		90		30000		2D		2799.112000		8.104000		ROW		None		RM		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				2799.112,				2382.544,				HF1708_102,

Modality : SAG_LOC

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				400.000000		14.000000		None		None		memp		None

Parameter	Ref. Value	Found	Subject_Session
RepetitionTime	400.0,	366.664, 300.0,	HF0899_1, HF0996_1, HF0990_4, HF0883_1,
MagneticFieldStrength	None,	15000.0,	HF0996_1,
PhaseEncodingDirection	None,	ROW,	HF0996_1,
PixelBandwidth	None,	125.0,	HF0996_1,
ScanningSequence	memp,	SE,	HF0996_1,
MRAcquisitionType	,	2D,	HF0996_1,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		450.000000		20.000000		ROW		None		SE		None

Modality : axial_gre

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		20.000000		None		None		2dfast		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				250.0,				100.0,				HF0883_5,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		10.000000		None		None		2dfast		None

Multi-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				100.000000		30.000000		None		None		2dfast		None

Modality : MRA_3_SLAB

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS_SP		None		0		BRAIN		61.0546875		True		None		None		20		15000		3D		41		6.900000095		None		None		GR		None

Parameter				Ref. Value				Found				Subject_Session
PhaseEncodingDirection				None,				ROW,				HF1540_2,

Modality : AX_PD/T2

Multi-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		34.84375		False		None		None		90		15000		2D		2450		90		ROW		None		SE		None

Parameter				Ref. Value				Found				Subject_Session
PixelBandwidth				34.84375,				37.578125,				HF1540_8,

Multi-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		97.65625		False		None		None		90		15000		2D		2450		30		ROW		None		SE		None

Modality : +COR_T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		566.664		14		ROW		None		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				566.664,				500.0,				HF1671_6,

Modality : +AX_T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		500		14		ROW		None		SE		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				500.0,				450.0, 550.0,				HF1540_11, HF1429_6,

Modality : pre

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				466.664000		14.000000		None		None		memp		None

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				466.664,				500.0,				HF1077_5,

Modality : ep_d3ta

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		None		1.493806		2D		None		001.390100E+02		COL		None		EP		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		None		1.493806		2D		None		001.390200E+02		COL		None		EP		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		None		1.493806		2D		None		001.390000E+02		COL		None		EP		None

Mult-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		None		1.493806		2D		None		001.390300E+02		COL		None		EP		None

Modality : scout

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		30		1.493806		2D		001.500000E+01		006.000000E+00		COL		None		RM		None

Modality : AXIAL_DIFF

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		101.100000		None		None		epi2		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Modality : AXIAL_T1_SI_LOC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Modality : mpr

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		True		None		None		15		1.493806		3D		001.500000E+01		007.000000E+00		ROW		None		IR		None

Modality : COR_3D_SPGR/MEG/INCLUDE_AIR!!

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		20		None				11.100000		2.100000		None		None		fgre3d		None

Modality : GRADIENT

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		20.000000		None		None		2dfast		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		10.000000		None		None		2dfast		None

Modality : AXIAL_T1_SI_GAD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : CORONAL_flair

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10002.000000		119.000000		None		None		flair		None

Modality : FSE

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		10		BRAIN		None		False		None		None		90		0.3		2D		5500		125		ROW		152		SE		None

Modality : GE

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		None		False		None		None		20		0.3		2D		500		25.0		ROW		152		GR		None

Modality : FIR

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK_OSP		None		10		BRAIN		None		False		None		None		90		0.3		2D		10000		100		ROW		128		IR		None

Modality : AXIAL_T1_PRE-GAD/SAME_LOCS

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		None		None		SE		None

Modality : axial_mpgr

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		20.000000		None		None		2dfast		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		10.000000		None		None		2dfast		None

Modality : DIFFUSION_B0

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		9999.996000		71.699997		COL		None		EP_SE		None

Modality : Fractional_Aniso.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		7499.996000		88.300003		None		None		EP_RM		None

Modality : Diffusion_Tensor_25

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		7499.996000		88.300003		COL		None		EP_RM		None

Modality : Middle_eigenvalue

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		7499.996000		88.300003		None		None		EP_RM		None

Modality : AXIAL_FLAIR_RF2__150

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		0		BRAIN		122.070312		False		None		None		90		30000		2D		10002.000000		123.500000		ROW		None		IR		None

Modality : AX_PD_FSE-IR_RF2_130

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		10		BRAIN		61.035156		False		None		None		90		30000		2D		1700.000000		13.488000		ROW		None		RM		None

Modality : Average_DC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		7499.996000		88.300003		None		None		EP_RM		None

Modality : AX_T2_FR-FSE_RF2_150

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		14		BRAIN		122.070312		False		None		None		90		30000		2D		3766.664000		104.972000		ROW		None		RM		None

Modality : SAG_T1_(FLAIR)

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		7		BRAIN		488.281250		False		None		None		90		30000		2D		1764.812000		5.860000		ROW		None		RM		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		7		BRAIN		488.281250		False		None		None		90		30000		2D		1675.840000		5.844000		ROW		None		RM		None

Modality : AX_3D_IRSPGR

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS_SP_SK		None		0		BRAIN		97.656250		True		None		None		15		30000		3D		10.300000		4.408000		ROW		None		GR		None

Modality : Maximum_eigenvalue

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		7499.996000		88.300003		None		None		EP_RM		None

Modality : DIFFUSION_B1000

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		30000		2D		9999.996000		71.699997		COL		None		EP_SE		None

Modality : AXIAL_DIFFUSION_1000

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		1468.750000		False		None		None		90		15000		2D		10000.016000		101.099998		COL		None		EP_RM		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Modality : AXIAL_VARIABLE_ECHO_PD/T2

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		37.578125		False		None		None		90		15000		2D		2450.000000		90.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		97.656250		False		None		None		90		15000		2D		2450.000000		30.000000		ROW		None		SE		None

Modality : AXIAL_flair

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		10002.000000		119.000000		ROW		None		RM		None

Modality : CORONAL_T1_POST

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Modality : AXIAL_T1_POST_GAD.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		ROW		None		SE		None

Modality : ep_lhd3

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		None		1.493806		2D		None		001.030000E+02		COL		None		EP		None

Modality : SPEC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AXIAL_T1_PRE/POST_GD

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		8.000000		None		None		memp		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AX_DIFF

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Modality : AXIAL_PERF

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				1550.032000		40.000000		None		None		epi2		None

Modality : DIFF_1000_24_FOV

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.5625		False		None		None		90		15000		2D		9999.996		71.59899902		COL		None		EP_SE		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.5625		False		None		None		90		15000		2D		9999.996		71.6989975		COL		None		EP_SE		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		851.562500		False		None		None		90		15000		2D		9999.996000		85.098999		COL		None		EP_SE		None

Modality : Axial_ssfse

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SK		None		0		BRAIN		488.28125		False		None		None		90		15000		2D		36737.384		93.1760025		ROW		None		SE		None

Modality : tse1-11

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		160		1.493806		2D		003.840000E+03		009.900000E+01		ROW		None		RM		None

Modality : FL:C/AXIAL_FSE

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		8		BRAIN		244.140625		False		None		None		0		15000		2D		3500.000000		80.000000		ROW		None		RM		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		8		BRAIN		244.140625		False		None		None		0		15000		2D		3500.000000		20.000000		ROW		None		RM		None

Modality : AXIAL_VEMP

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Modality : AX_DIFFUSION

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		117.500000		None		None		epi2		None

Modality : tse2-7

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		180		1.493806		2D		003.200000E+03		001.050000E+02		ROW		None		RM		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		1		BRAIN		None		False		None		None		180		1.493806		2D		003.200000E+03		001.500000E+01		ROW		None		RM		None

Modality : PROBE_SI

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		62.500000		False		None		None		90		30000		2D		1500.000000		35.000000		ROW		None		SE		None

Modality : AXIAL_T1GD_SI_LOC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125		False		None		None		90		15000		2D		500		14		ROW		None		SE		None

Modality : si

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125		False		None		None		90		15000		2D		800		0		ROW		None		RM		None

Modality : AXIAL_DWI

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Modality : axial_t1/gd

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : axial_per.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		60		None				1900.048000		40.000000		None		None		epi2		None

Modality : axial_t1_pre_gd

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		8.000000		None		None		memp		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AX_3DTOF_HEAD_ANGIO

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		81.367188		True		None		None		23		15000		3D		35.000000		7.000000		None		None		RM		None

Modality : SAG_MRV

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		25		15000		2D		50.000000		10.412000		ROW		None		GR		None

Modality : AXIAL_MRV

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		25		15000		2D		50.000000		10.412000		ROW		None		GR		None

Modality : AXIAL_LOC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		300.000000		14.000000		ROW		None		SE		None

Modality : SAGITTAL_T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		400.000000		14.000000		ROW		None		SE		None

Modality : CORONAL_T1_POST_CONTRAST

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		400.000000		14.000000		ROW		None		SE		None

Modality : SAGITTAL_MRV

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		25		15000		2D		50.000000		10.412000		ROW		None		GR		None

Modality : AXIAL_T1_POST_CONTRAST

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		400.000000		14.000000		ROW		None		SE		None

Modality : SPEC/REMEMBER_TO_MODIFY_CV'S!

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				2266.666000		0.000000		None		None		mpcsi57		None

Modality : dti

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		90		1.493806		2D		None		009.900000E+01		COL		None		EP		None

Modality : fmri

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		1		BRAIN		None		False		None		None		90		1.493806		2D		None		004.000000E+01		COL		None		EP		None

Modality : AX_T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		500		14		ROW		None		SE		None

Modality : 3_PLANE

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		244.140625		False		None		None		30		15000		2D		32.1		1.700000048		ROW		None		RM		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		244.140625		False		None		None		30		15000		2D		32.100000		1.700000		ROW		None		RM		None

Modality : COR_T1_C+

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		600		14		ROW		None		SE		None

Modality : AXIAL_3D_SPGR_PRE/POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS_SP		None		0		BRAIN		125.000000		True		None		None		35		15000		3D		36.000000		9.000000		ROW		None		GR		None

Modality : AXIAL_MEMP_2

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		100.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		75.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		25.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		50.000000		ROW		None		SE		None

Modality : AXIAL_MEMP_1

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		100.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		75.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		25.000000		ROW		None		SE		None

Mult-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		3200.000000		50.000000		ROW		None		SE		None

Modality : AXIAL_MPGRE

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		20.000000		None		None		2dfast		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		45		None				250.000000		10.000000		None		None		2dfast		None

Modality : COR_C+

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		122.109375		False		None		None		90		15000		2D		533.332		14		ROW		None		SE		None

Modality : AXIAL_T1___POST_GAD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		466.664000		14.000000		ROW		None		SE		None

Modality : CORONAL_T1___POST_GAD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		466.664000		14.000000		ROW		None		SE		None

Modality : SAG._T1

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		OSP		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		400.000000		14.000000		ROW		None		SE		None

Modality : axial_perfusion

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				1900.048000		40.000000		None		None		epi2		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Modality : axial_diff.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10000.016000		98.500000		None		None		epi2		None

Modality : axial_t1post_gd

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AX_T1_POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AX_T1_PRE_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AX_FSE

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Modality : AX_PERFUSION

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				1800.016000		40.000000		None		None		epi2		None

Modality : AX_FLAIR

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10002.000000		155.000000		None		None		flair		None

Modality : AXIAL_MEMP

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3200.000000		100.000000		None		None		memp		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3200.000000		75.000000		None		None		memp		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3200.000000		25.000000		None		None		memp		None

Mult-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3200.000000		50.000000		None		None		memp		None

Modality : AXIAL_SPGR_VOLUME_PRE/POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		35		None				36.000000		9.000000		None		None		3dgrass		None

Modality : AXIAL_MAG_TRANSFER

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		mtse		None

Modality : MultiLoc_MultiPhase

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				2500.048000		30.000000		None		None		epi		None

Modality : AXIAL_MTC

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		mtse		None

Modality : COR_T1_POST_GAD.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : CORONAL_T1_POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : FLAIR

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10002.000000		119.000000		None		None		flair		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				10002.000000		161.000000		None		None		flair		None

Modality : T2

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				2466.664000		90.000000		None		None		fcmemp		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				2466.664000		30.000000		None		None		fcmemp		None

Mult-Echo Modality : Reference 3

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		88.000000		None		None		fse		None

Mult-Echo Modality : Reference 4

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		22.000000		None		None		fse		None

Modality : Head,Sag,2D,Spin_Echo,NPW

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				566.664000		14.000000		None		None		memp		None

Modality : post_ax

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				466.664000		14.000000		None		None		memp		None

Modality : post_co

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				616.664000		14.000000		None		None		memp		None

Modality : AXIAL_GR_ECHO/CHANGE_AUTOLOCK

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		45		15000		2D		250.000000		20.000000		None		None		GR		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		SS		None		0		BRAIN		125.000000		False		None		None		45		15000		2D		250.000000		10.000000		None		None		GR		None

Modality : AXIAL_T1_LOC_FOR_SPECT_1-4_SL

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		None		None		SE		None

Modality : AXIAL_T1_POST_GD_FOR_SPECT.

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		125.000000		False		None		None		90		15000		2D		500.000000		14.000000		None		None		SE		None

Modality : AXIAL_PRE_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				500.000000		14.000000		None		None		memp		None

Modality : AXIAL_T1_BRAIN_POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				483.332000		14.000000		None		None		memp		None

Modality : AXIAL_T1_BRAIN_PRE_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				483.332000		14.000000		None		None		memp		None

Modality : AXIAL_T2/ssfse_OK_PER_PATEL

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				22325.455000		96.480000		None		None		ssfse		None

Modality : COR_T1_BRAIN_POST_GD

Reference

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				533.332000		14.000000		None		None		memp		None

Modality : t2_post

Mult-Echo Modality : Reference 1

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		80.000000		None		None		fse		None

Mult-Echo Modality : Reference 2

effective_echo_spacing		SequenceVariant		ipat		EchoTrainLength		BodyPartExamined		PixelBandwidth		is3d		shim		phase_encoding_direction		FlipAngle		MagneticFieldStrength		MRAcquisitionType		RepetitionTime		EchoTime		PhaseEncodingDirection		PhaseEncodingSteps		ScanningSequence		multi_slice_mode
None		NONE		None		0		BRAIN		None		False		None		None		90		None				3500.000000		20.000000		None		None		fse		None

In [14]:

data_root = "/media/sinhah/extremessd/open_neuro/ds002785-download"
output_dir = '/home/sinhah/mr_reports/'

dataset = import_dataset(data_root=data_root,
                         ds_format='bids',
                         name='ds002785')
check_compliance(dataset=dataset, output_dir=output_dir)

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-14-d4e682577cce> in <module>
      4 dataset = import_dataset(data_root=data_root,
      5                          style='bids',
----> 6                          name='ds002785')
      7 check_compliance(dataset=dataset, output_dir=output_dir)
      8 

~/github/MRdataset/MRdataset/base.py in import_dataset(data_root, style, name, reindex, include_phantom, verbose, metadata_root, include_nifti_header, workers)
     88         reindex=reindex,
     89         include_nifti_header=include_nifti_header,
---> 90         workers=workers
     91     )
     92     if verbose:

TypeError: __init__() got an unexpected keyword argument 'workers'

In [18]:

filename = 'ds002785_09_07_2022_17_10.html'
filepath = Path(output_dir)/filename
IPython.display.HTML(filename=filepath)

Out[18]:

Summary of non-compliance:

Modality	# non-compliant (%)	Non-compliant subjects	Reasons	# compliant (%)	# subjects	# Echo-Times
anat	0 (0.0 %)			216 ( 100.0 %)	216	17
dwi	0 (0.0 %)			211 ( 100.0 %)	211	4
func	208 (96.29 %)	0043, 0207, 0126, 0180, 0107, 0002, 0035, 0192, 0160, 0031, 0079, 0119, 0005, 0112, 0085, 0092, 0205, 0202, 0163, 0183, 0120, 0136, 0156, 0037, 0176, 0020, 0068, 0125, 0088, 0084, 0150, 0153, 0053, 0076, 0027, 0082, 0209, 0077, 0199, 0049, 0177, 0151, 0194, 0204, 0099, 0211, 0206, 0191, 0161, 0062, 0122, 0109, 0178, 0170, 0188, 0078, 0142, 0147, 0030, 0051, 0080, 0028, 0063, 0118, 0069, 0139, 0165, 0164, 0155, 0124, 0168, 0087, 0026, 0117, 0175, 0181, 0093, 0110, 0213, 0010, 0116, 0016, 0129, 0065, 0041, 0148, 0135, 0182, 0097, 0007, 0193, 0019, 0200, 0001, 0029, 0073, 0152, 0060, 0066, 0081, 0127, 0086, 0111, 0167, 0121, 0138, 0014, 0015, 0090, 0172, 0095, 0059, 0186, 0008, 0024, 0132, 0003, 0048, 0103, 0114, 0201, 0185, 0184, 0159, 0115, 0133, 0070, 0143, 0038, 0171, 0214, 0071, 0047, 0141, 0075, 0157, 0032, 0146, 0061, 0057, 0137, 0174, 0004, 0215, 0130, 0208, 0134, 0009, 0017, 0054, 0064, 0044, 0158, 0187, 0012, 0050, 0056, 0074, 0025, 0173, 0190, 0216, 0058, 0101, 0154, 0042, 0067, 0102, 0195, 0189, 0105, 0108, 0040, 0011, 0123, 0113, 0179, 0083, 0013, 0021, 0036, 0033, 0072, 0196, 0197, 0023, 0149, 0034, 0210, 0198, 0098, 0106, 0203, 0018, 0052, 0212, 0140, 0100, 0096, 0089, 0145, 0104, 0094, 0039, 0046, 0169, 0045, 0006,	RepetitionTime,	8 ( 3.7 %)	216	2

Modality : func

Multi-Echo Modality : Reference 1

EchoTime		RepetitionTime		PhaseEncodingDirection
0.02762		2		j

Parameter				Ref. Value				Found				Subject_Session
RepetitionTime				2,				0.75,				0043_1, 0207_1, 0126_1, 0180_1, 0107_1, 0002_1, 0035_1, 0192_1, 0160_1, 0031_1, 0079_1, 0119_1, 0005_1, 0112_1, 0085_1, 0092_1, 0205_1, 0202_1, 0163_1, 0183_1, 0120_1, 0136_1, 0156_1, 0037_1, 0176_1, 0020_1, 0068_1, 0125_1, 0088_1, 0084_1, 0150_1, 0153_1, 0053_1, 0076_1, 0027_1, 0082_1, 0209_1, 0077_1, 0199_1, 0049_1, 0177_1, 0151_1, 0194_1, 0204_1, 0099_1, 0211_1, 0206_1, 0191_1, 0161_1, 0062_1, 0122_1, 0109_1, 0178_1, 0170_1, 0188_1, 0078_1, 0142_1, 0147_1, 0030_1, 0051_1, 0080_1, 0028_1, 0063_1, 0118_1, 0069_1, 0139_1, 0165_1, 0164_1, 0155_1, 0124_1, 0168_1, 0087_1, 0026_1, 0117_1, 0175_1, 0181_1, 0093_1, 0110_1, 0213_1, 0010_1, 0116_1, 0016_1, 0129_1, 0065_1, 0041_1, 0148_1, 0135_1, 0182_1, 0097_1, 0007_1, 0193_1, 0019_1, 0200_1, 0001_1, 0029_1, 0073_1, 0152_1, 0060_1, 0066_1, 0081_1, 0127_1, 0086_1, 0111_1, 0167_1, 0121_1, 0138_1, 0014_1, 0015_1, 0090_1, 0172_1, 0095_1, 0059_1, 0186_1, 0008_1, 0024_1, 0132_1, 0003_1, 0048_1, 0103_1, 0114_1, 0201_1, 0185_1, 0184_1, 0159_1, 0115_1, 0133_1, 0070_1, 0143_1, 0038_1, 0171_1, 0214_1, 0071_1, 0047_1, 0141_1, 0075_1, 0157_1, 0032_1, 0146_1, 0061_1, 0057_1, 0137_1, 0174_1, 0004_1, 0215_1, 0130_1, 0208_1, 0134_1, 0009_1, 0017_1, 0054_1, 0064_1, 0044_1, 0158_1, 0187_1, 0012_1, 0050_1, 0056_1, 0074_1, 0025_1, 0173_1, 0190_1, 0216_1, 0058_1, 0101_1, 0154_1, 0042_1, 0067_1, 0102_1, 0195_1, 0189_1, 0105_1, 0108_1, 0040_1, 0011_1, 0123_1, 0113_1, 0179_1, 0083_1, 0013_1, 0021_1, 0036_1, 0033_1, 0072_1, 0196_1, 0197_1, 0023_1, 0149_1, 0034_1, 0210_1, 0198_1, 0098_1, 0106_1, 0203_1, 0018_1, 0052_1, 0212_1, 0140_1, 0100_1, 0096_1, 0089_1, 0145_1, 0104_1, 0094_1, 0039_1, 0046_1, 0169_1, 0045_1, 0006_1,

Multi-Echo Modality : Reference 2

EchoTime		RepetitionTime		PhaseEncodingDirection
0.02763		0.75		j

Modality : anat

Mult-Echo Modality : Reference 1

EchoTime		RepetitionTime
0.00385		0.008331

Mult-Echo Modality : Reference 2

EchoTime		RepetitionTime
0.00372		0.008126

Mult-Echo Modality : Reference 3

EchoTime		RepetitionTime
0.00373		0.008157

Mult-Echo Modality : Reference 4

EchoTime		RepetitionTime
0.00376		0.008167

Mult-Echo Modality : Reference 5

EchoTime		RepetitionTime
0.00377		0.008221

Mult-Echo Modality : Reference 6

EchoTime		RepetitionTime
0.0038		0.008259

Mult-Echo Modality : Reference 7

EchoTime		RepetitionTime
0.00375		0.008198

Mult-Echo Modality : Reference 8

EchoTime		RepetitionTime
0.00374		0.008175

Mult-Echo Modality : Reference 9

EchoTime		RepetitionTime
0.00386		0.008378

Mult-Echo Modality : Reference 10

EchoTime		RepetitionTime
0.00378		0.008229

Mult-Echo Modality : Reference 11

EchoTime		RepetitionTime
0.00381		0.008274

Mult-Echo Modality : Reference 12

EchoTime		RepetitionTime
0.00382		0.008319

Mult-Echo Modality : Reference 13

EchoTime		RepetitionTime
0.00383		0.00833

Mult-Echo Modality : Reference 14

EchoTime		RepetitionTime
0.00379		0.008252

Mult-Echo Modality : Reference 15

EchoTime		RepetitionTime
0.00384		0.008352

Mult-Echo Modality : Reference 16

EchoTime		RepetitionTime
0.004		0.008561

Mult-Echo Modality : Reference 17

EchoTime		RepetitionTime
0.00389		0.008374

Modality : dwi

Mult-Echo Modality : Reference 1

EchoTime		RepetitionTime		FlipAngle		PhaseEncodingDirection
0.08599		7.38802		90		j

Mult-Echo Modality : Reference 2

EchoTime		RepetitionTime		FlipAngle		PhaseEncodingDirection
0.08815		7.51336		90		j

Mult-Echo Modality : Reference 3

EchoTime		RepetitionTime		FlipAngle		PhaseEncodingDirection
0.08753		7.47837		90		j

Mult-Echo Modality : Reference 4

EchoTime		RepetitionTime		FlipAngle		PhaseEncodingDirection
0.09123		7.70022		90		j

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