Author

Daniel Spitz

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Biology Disciplines

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Biophysics· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

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Changchang LiuiD· 1 shared Duminda S. RanasingheiD· 1 shared Hok Hei TamiD· 1 shared Nathan E SandersiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBiophysics

Changchang LiuORCID

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1 paper

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BiophysicsbioRxivPreprintJan 16, 2024

ComboPath: An ML system for predicting drug combination effects with superior model specification

Duminda S. Ranasinghe, Nathan E Sanders, Hok Hei Tam…·Daniel Spitz

ComboPath predicts interpretable dose response surfaces for drug combinations using biophysically-motivated modeling, improving model specification and accuracy on combinatoric screening data.

2 citations

machine learning (classical)drug response / drug discovery

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