Author

Matthew Danyluik

Douglas Mental Health University InstituteORCID 0000-0003-4820-315XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Assay:imaging· 1 Approach:simulation· 1 Approach:statistical model· 1

Frequent Co-Authors

M. Mallar ChakravartyiD· 2 shared Alice Joubert· 1 shared Alice MukoraiD· 1 shared Alyssa DaiiD· 1 shared Arman JahanpouriD· 1 shared Ashley Wilton StewartiD· 1 shared Austin MacdonaldiD· 1 shared Bratislav MišićiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersBioinformatics

M. Mallar ChakravartyORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 3, 2026

Nipoppy: A framework for standardizing neuroimaging studies to facilitate international derived-data sharing

Nikhil Bhagwat, Michelle Wang, Mathieu Dugré…·Jean‐Baptiste Poline

Nipoppy standardizes neuroimaging data workflows to enable reproducible and comparable multi-center data sharing.

DOI 10.64898/2026.05.18.723593

imagingdatabase / resource

𝕏 PostBluesky

NeuroscienceImaging NeurosciencePeer-reviewedDec 18, 2024

Evaluating permutation-based inference for partial least squares analysis of neuroimaging data

Matthew Danyluik, Yashar Zeighami, Alice Mukora…·M. Mallar Chakravarty

This study evaluates permutation-based inference in PLS analysis of neuroimaging data, finding that Procrustes rotation affects significance and that complementary metrics improve LV assessment.

9 citations

statistical modelsimulation

𝕏 PostBluesky