PyBIDS: Python tools for BIDS datasets
Tal Yarkoni, Christopher Johnson Markiewicz, Alejandro I de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista L. DeStasio, Jean‐Baptiste Poline, Dmitry Petrov, Valérie Hayot‐Sasson, Dylan M. Nielson, Johan D. Carlin, Gregory Kiar, Kirstie Jane Whitaker, Elizabeth DuPré, Adina Svenja Wagner, Lee S. Tirrell, Mainak Jas, Michael Hanke · The Journal of Open Source Software · 2019
Brain imaging researchers regularly work with large, heterogeneous, high-dimensional datasets.Historically, researchers have dealt with this complexity idiosyncratically, with every lab or individual implementing their own preprocessing and analysis procedures.The resulting lack of field-wide standards has severely limited reproducibility and data sharing and reuse.