Author

D. Augustin

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Pharmacology & Toxicology· 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

B. Lambert· 1 shared D. Gavaghan· 1 shared K. Wang· 1 shared M. Robinson· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperPharmacology & Toxicology

B. Lambert

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1 paper

Recent·Most cited

Simulating clinical trials for model-informed precision dosing: Using warfarin treatment as a use case

D. Augustin, B. Lambert, M. Robinson, K. Wang, D. Gavaghan

This paper develops a framework to simulate clinical trials for model-informed precision dosing, using warfarin treatment to compare three methods: neural network regression, deep reinforcement learning, and PKPD modelling.

bioRxiv · Jul 31, 2023Pharmacology & Toxicology