Author

Pelumi Olawuni

Duke University

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Evolutionary Biology· 1

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

Frequent Co-Authors

Andrew J. ArmstrongiD· 1 shared Jason A. SomarelliiD· 1 shared Jason Thomas GeorgeiD· 1 shared Shibjyoti Debnath· 1 shared Zahra S. GhoreyshiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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1 shared paperEvolutionary Biology

Andrew J. ArmstrongORCID

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1 paper

Recent·Most cited

A memory-driven model of phenotypic adaptation for anticipating the emergence of enzalutamide resistance in prostate cancer

Zahra S. Ghoreyshi, Shibjyoti Debnath, Pelumi Olawuni, Andrew J. Armstrong, Jason A. Somarelli, Jason Thomas George

This paper develops a memory-driven model to predict enzalutamide resistance in prostate cancer by integrating reinforcement learning and clinical data, outperforming traditional models in capturing treatment dynamics and patient responses.

bioRxiv · Nov 3, 2025 · PreprintEvolutionary Biology