Author

Mohanad Arafe

Concordia University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrzej SokołowskiiD· 1 shared Jean‐Baptiste PolineiD· 1 shared Madeleine E. SharpiD· 1 shared Mathieu DugréiD· 1 shared Michelle WangiD· 1 shared Nikhil BhagwatiD· 1 shared Tristan GlatardiD· 1 shared Yiming XiaoiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Andrzej SokołowskiORCID

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1 paper

Recent·Most cited

Predicting Parkinson's disease progression using MRI-based white matter radiomic biomarker and machine learning: a reproducibility and replicability study

Mohanad Arafe, Nikhil Bhagwat, Yohan Chatelain, Mathieu Dugré, Andrzej Sokołowski, Michelle Wang, Yiming Xiao, Madeleine E. Sharp, Jean‐Baptiste Poline, Tristan Glatard

This study attempts to reproduce and replicate a machine learning model for predicting Parkinson's disease progression using MRI data, finding lower performance than the original study.

bioRxiv · May 5, 2023 · PreprintNeuroscience