Author

H. Kouzuki

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

H. Otsuki· 1 shared H. Sone· 1 shared J. K. Yamashita· 1 shared J. Yamane· 1 shared K. Inomata· 1 shared K. Kobayashi· 1 shared M. K. Saito· 1 shared M. Osawa· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPharmacology & Toxicology

H. Otsuki

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1 paper

Recent·Most cited

Prediction of broad chemical toxicities using induced pluripotent stem cells and gene networks by transfer learning from embryonic stem cell data

J. Yamane, T. Wada, H. Otsuki, K. Inomata, M. Suzuki, T. Hisaki, S. Sekine, H. Kouzuki, K. Kobayashi, H. Sone, J. K. Yamashita, M. Osawa, M. K. Saito, W. Fujibuchi

This paper predicts chemical toxicities using induced pluripotent stem cells and gene networks via transfer learning from embryonic stem cell data, achieving high accuracy across multiple toxicity categories.

bioRxiv · Nov 5, 2021 · PreprintPharmacology & Toxicology