Author

H.H. Caline Koh-Tan

ORCID 0000-0001-5842-6491Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

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Buğra Alptekin SarıiD· 1 shared Gabriel RichmaniD· 1 shared Ivan MeićiD· 1 shared Steve Muller· 1 shared

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2026-2026 · peak 1/yr

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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

BioinformaticsbioRxivPreprintAug 17, 2026

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

H.H. Caline Koh-Tan, Ivan Meić, Buğra Alptekin Sarı…·Gabriel Richman

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

DOI 10.64898/2026.08.09.743088

deep learningdrug response / drug discovery

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