Author

Zain Souweidane

Radboud University NijmegenORCID 0000-0002-6791-3520Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Alberto LleraiD· 1 shared Christian F. BeckmanniD· 1 shared Stephen M. SmithiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Alberto LleraORCID

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1 paper

Recent·Most cited

Independent Filter Analysis for Group Discrimination in fMRI

Zain Souweidane, Alberto Llera, Stephen M. Smith, Christian F. Beckmann

This paper introduces Independent Filter Analysis (IFA), a supervised method for group discrimination in fMRI that outperforms traditional ICA in detecting group differences.

bioRxiv · Nov 20, 2025 · PreprintNeuroscience