Author

Kei Irie

Cincinnati Children's Hospital Medical CenterORCID 0000-0002-0820-1208Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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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

Brendan M. Boyle· 1 shared Jack ReifenbergiD· 1 shared Jeffrey S. HyamsiD· 1 shared Joshua D. NoeiD· 1 shared Phillip MinariD· 1 shared Tomoyuki MizunoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperPharmacology & Toxicology

Brendan M. Boyle

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1 paper

Recent·Most cited

Pharmacology & ToxicologyClinical Pharmacology & TherapeuticsPeer-reviewedNov 5, 2025

Model-informed Deep Q-Networks to Guide Infliximab Dosing in Pediatric Crohn's Disease

Kei Irie, Phillip Minar, Jack Reifenberg…·Tomoyuki Mizuno

This study develops a model-informed Deep Q-Network to automate infliximab dosing in pediatric Crohn's disease, achieving high target attainment with minimal overtreatment.

5 citationstop 3%

humanclinical cohort / trial

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