Author

Wayne C. Guida

University of South FloridaORCID 0000-0003-3353-4853Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Aleksandra M. KarolakiD· 1 shared Denis J. ImbodyiD· 1 shared Eric B. HauraiD· 1 shared Katarzyna Mizgalska· 1 shared Konstancja UrbaniakiD· 1 shared Sergio BranciamoreiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Aleksandra M. KarolakORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintApr 14, 2026

Integrating computational chemistry and machine learning to predict KRAS mutation-induced resistance

Katarzyna Mizgalska, Konstancja Urbaniak, Denis J. Imbody…·Aleksandra M. Karolak

This paper develops a computational framework combining molecular dynamics and machine learning to predict KRAS mutation-induced drug resistance with over 90% accuracy.

DOI 10.64898/2026.04.10.717640

humanproteomics

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