Author

Richard Dearden

AstraZeneca (United Kingdom)

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Pharmacology & Toxicology· 1

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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 Diansong ZhouiD· 1 shared Marija KekiciD· 1 shared Megan A. GibbsiD· 1 shared Oleg StepanoviD· 1 shared Sam RichardsoniD· 1 shared

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2025-2025 · peak 1/yr

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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