Author

Takehiko I. Hayashi

National Institute for Environmental StudiesORCID 0000-0002-1037-6795Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Kyoshiro HikiiD· 1 shared Michio YamamotoiD· 1 shared Shohei ShimizuiD· 1 shared Thong PhamiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBiochemistry

Kyoshiro HikiORCID

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1 paper

Recent·Most cited

BiochemistrybioRxivPreprintAug 31, 2025

Statistical Causal Discovery in Developing and Refining Adverse Outcome Pathway (AOP)

Kyoshiro Hiki, Thong Pham, Michio Yamamoto…·Shohei Shimizu

This paper applies statistical causal discovery to ecotoxicology data to improve adverse outcome pathway models by identifying causal relationships and handling missing data.

1 citation

statistical modelBayesian inference

𝕏 PostBluesky