Author

Denis J. Imbody

Moffitt Cancer CenterORCID 0009-0004-9583-0388Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Eric B. HauraiD· 1 shared Katarzyna Mizgalska· 1 shared Konstancja UrbaniakiD· 1 shared Sergio BranciamoreiD· 1 shared Wayne C. GuidaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiophysics

Aleksandra M. KarolakORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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

Katarzyna Mizgalska, Konstancja Urbaniak, Denis J. Imbody, Eric B. Haura, Wayne C. Guida, Sergio Branciamore, 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.

bioRxiv · Apr 14, 2026 · PreprintBiophysics