Author

Sharon Prince

University of Cape TownORCID 0000-0002-6975-5255Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1

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Geoff NitschkeiD· 1 shared Jinming BaiiD· 1 shared

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2026-2026 · peak 1/yr

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Geoff NitschkeORCID

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1 paper

Recent·Most cited

Deep learning models for chemical perturbation prediction do not yet utilise drug molecular features

Jinming Bai, Sharon Prince, Geoff Nitschke

This study shows that deep learning models for chemical perturbation prediction do not effectively use drug molecular features, as performance remains unchanged when drug inputs are removed.

bioRxiv · May 15, 2026 · PreprintBioinformatics