Author

Nont Kosaisawe

GenentechORCID 0000-0002-4710-1082Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Abhineet R. RamiD· 1 shared Alexander P. WuiD· 1 shared Burkhard Höckendorf· 1 shared Carolyn Teragawa· 1 shared David RichmondiD· 1 shared Devan A. Murphy· 1 shared Gabriele ScaliaiD· 1 shared Garrett GaskinsiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperMolecular Biology

Abhineet R. RamORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 14, 2026

Virtual phenotypic screening discovers novel scaffolds inhibiting the PI3K/mTOR pathway

Alexander P. Wu, Heming Yao, Burkhard Höckendorf…·David Richmond

The paper introduces PhenoCompass, a model for virtual phenotypic screening that identifies novel PI3K/mTOR inhibitors from a large compound library.

1 citation

proteomicsdeep learning

𝕏 PostBluesky

Molecular BiologyNature CommunicationsPeer-reviewedMay 21, 2025

Deciphering the History of ERK Activity from Fixed-Cell Immunofluorescence Measurements

Abhineet R. Ram, Michael Pargett, Yongin Choi…·John G. Albeck

The paper develops a framework to infer ERK signaling dynamics from fixed-cell immunostains by combining machine learning and differential equations, showing that protein levels reflect different activation timescales.

10 citations

imagingmachine learning (classical)

𝕏 PostBluesky