Author

Diansong Zhou

AstraZeneca (United States)ORCID 0000-0002-2673-1069Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Andrzej NowojewskiiD· 1 shared Carlos Serra TraynoriD· 1 shared Damilola OlabodeiD· 1 shared Marija KekiciD· 1 shared Megan A. GibbsiD· 1 shared Oleg StepanoviD· 1 shared Richard Dearden· 1 shared Sam RichardsoniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPharmacology & Toxicology

Andrzej NowojewskiORCID

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1 paper

Recent·Most cited

Stochastic gates for covariate selection in population pharmacokinetics modelling

Marija Kekic, Oleg Stepanov, Wenjuan Wang, Sam Richardson, Damilola Olabode, Carlos Serra Traynor, Richard Dearden, Diansong Zhou, Weifeng Tang, Megan A. Gibbs, Andrzej Nowojewski

This paper introduces Neural Networks with Stochastic Gates for automated covariate selection in population pharmacokinetics, demonstrating improved efficiency and accuracy compared to traditional methods.

bioRxiv · May 28, 2025 · PreprintPharmacology & Toxicology