Author

Grigorii V. Andrianov

Fox Chase Cancer CenterORCID 0000-0001-5328-4738Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

John KaranicolasiD· 2 shared Benjamin E. BlassiD· 1 shared Christopher S Parry· 1 shared Elena Bondarenko· 1 shared Emeline HaroldseniD· 1 shared Erica A. GolemisiD· 1 shared Ezra Shimabenga· 1 shared Glenn A. R. DoyleiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBiochemistry

John KaranicolasORCID

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2 papers

Recent·Most cited

BiochemistrybioRxivPreprintMay 29, 2026

Rescuing the Function of Missense-Mutated Tumor Suppressor VHL using Stabilizing Small Molecules

Mariam Ahmed Fouad, Christopher S Parry, Sven A. Miller…·John Karanicolas

The paper identifies small molecules that stabilize and restore function to missense-mutated VHL proteins in kidney cancer cells.

DOI 10.64898/2026.01.02.697373

humanproteomics

𝕏 PostBluesky

BioinformaticsInternational Journal of Molecular SciencesPeer-reviewedNov 18, 2024

vScreenML v2.0: Improved Machine Learning Classification for Reducing False Positives in Structure-Based Virtual Screening

Grigorii V. Andrianov, Emeline Haroldsen, John Karanicolas

vScreenML v2.0 improves virtual screening by reducing false positives through a streamlined Python implementation, outperforming existing tools in hit discovery.

3 citations

machine learning (classical)drug response / drug discovery

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