Author

Kaoru Okuda

Doshisha University

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Bioinformatics· 1

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Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

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Kensuke TaniokaiD· 1 shared Satoru HiwaiD· 1 shared Tomoyuki HiroyasuiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Kensuke TaniokaORCID

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1 paper

Recent·Most cited

Estimation of a treatment effect based on a modified covariates method with L0 norm

Kensuke Tanioka, Kaoru Okuda, Satoru Hiwa, Tomoyuki Hiroyasu

The paper proposes new treatment effect estimation methods using L0 norm-based lasso and ridge regression to identify subgroups of patients who may respond to a new treatment.

bioRxiv · Mar 22, 2023 · PreprintBioinformatics