Author

Gabriel Richman

ORCID 0000-0002-6414-5597Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:perturbation response prediction· 1

Frequent Co-Authors

Buğra Alptekin SarıiD· 1 shared H.H. Caline Koh-TaniD· 1 shared Ivan MeićiD· 1 shared Steve Muller· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Buğra Alptekin SarıORCID

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1 paper

Recent·Most cited

MERIT: Mechanism driven model predicts drug outcomes and nominates indications for failed drugs

H.H. Caline Koh-Tan, Ivan Meić, Buğra Alptekin Sarı, Steve Muller, Gabriel Richman

MERIT predicts drug trial outcomes using molecular and disease features, outperforming existing methods and identifying potential indications for failed drugs.

bioRxiv · Aug 17, 2026 · PreprintBioinformatics