Fast Bootstrapping and Permutation Testing for Assessing Reproducibility and Interpretability of Multivariate fMRI Decoding Models

Open Access

Peer-reviewed

Research Article

Bryan R. Conroy ,

* E-mail: bc2468@columbia.edu

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
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Jennifer M. Walz,

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
⨯
Paul Sajda

Affiliation Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
⨯

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Brain mapping
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Functional magnetic resonance imaging
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Neural networks
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Reproducibility
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Permutation
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Machine learning
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Probability distribution
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Statistical distributions
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