Author

Riku Katsuki

University of Electro-Communications

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Adrien MiallandiD· 1 shared Hideki YamaguchiiD· 1 shared Shuzo Fukunaga· 1 shared Yunfei Dong· 1 shared Yutaka SaitōiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Adrien MiallandORCID

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1 paper

Recent·Most cited

Fitness translocation: improving variant effect prediction with biologically-grounded data augmentation

Adrien Mialland, Shuzo Fukunaga, Riku Katsuki, Yunfei Dong, Hideki Yamaguchi, Yutaka Saitō

This paper introduces fitness translocation, a data augmentation method for variant effect prediction that improves model performance using homologous protein fitness data.

Bioinformatics · Jun 17, 2026Peer-reviewedBioinformatics