Best practices in data analysis and sharing in neuroimaging using MRI

Thomas E. Nichols, Samir Das, Simon B. Eickhoff, Alan C. Evans, Tristan Glatard, Michael Hanke, Nikolaus Kriegeskorte, Michael P. Milham, Russell A. Poldrack, Jean Baptiste Poline, Erika Proal, Bertrand Thirion, David C. Van Essen, Tonya White, B. T.Thomas Yeo

Research output: Contribution to journalReview articlepeer-review

228 Scopus citations

Abstract

Given concerns about the reproducibility of scientific findings, neuroimaging must define best practices for data analysis, results reporting, and algorithm and data sharing to promote transparency, reliability and collaboration. We describe insights from developing a set of recommendations on behalf of the Organization for Human Brain Mapping and identify barriers that impede these practices, including how the discipline must change to fully exploit the potential of the world's neuroimaging data.

Original languageEnglish
Pages (from-to)299-303
Number of pages5
JournalNature neuroscience
Volume20
Issue number3
DOIs
StatePublished - Feb 23 2017

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