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This Repository houses the code, sourcedata, and all other files needed for the openneuro dataset and Data in Brief Paper.

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ISTART Data

This repository contains the final code for managing and processing all of the data in our ISTART project. The data live on OpenNeuro (https://openneuro.org/datasets/ds004920), and a preprint of a data paper has been posted to PsyArxiv (https://osf.io/preprints/psyarxiv/vqpnx) and is under consideration at Data in Brief.

A few prerequisites and recommendations

  • Understand BIDS and be comfortable navigating Linux
  • Install FSL
  • Install miniconda or anaconda
  • Install PyDeface: pip install pydeface
  • Make singularity containers for heudiconv (version: 0.9.0), mriqc (version: 0.16.1), and fmriprep (version: 20.2.3).

Notes on repository organization and files

  • Raw DICOMS (an input to heudiconv) are only accessible locally
  • Some of the contents of this repository are not tracked (.gitignore) because the files are large and we do not yet have a nice workflow for datalad. Note that we only track key text files in bids.
  • Tracked folders and their contents:
    • code: analysis code
    • bids: contains the standardized "raw" in BIDS format (output of heudiconv)
    • stimuli: psychopy scripts and matlab scripts for delivering stimuli and organizing output. This directory also contains the sourcedata for the raw behavioral data.

Downloading Data

# get data via datalad
git clone https://github.com/DVS-Lab/ISTART-DataInBrief
cd ISTART-DataInBrief
datalad clone https://github.com/OpenNeuroDatasets/ds004920.git bids
# you can get all of the data with the commands below:
cd bids
datalad get sub-*

Acknowledgments

This work was supported in part by grants from the National Institute of Mental Health (R15-MH122927 to DSF), the Eunice Kennedy Shriver National Institute of Child Health and Human Development (R21-HD093912 to JMJ), the National Institute on Aging (RF1-AG067011 to DVS), and the National Institute on Drug Abuse (R03-DA046733 to DVS), and a fellowship from the Temple Public Policy Lab (to JMJ). We thank Caleb Haynes, Jeffrey Dennison, Athena Vafiadis, and Makayla Collins for assistance with data collection.

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This Repository houses the code, sourcedata, and all other files needed for the openneuro dataset and Data in Brief Paper.

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