Author

Kei Yoshida

Hitachi (Japan)ORCID 0000-0001-9554-4956Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:CITE-seq· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1

Frequent Co-Authors

Atsushi OkumaiD· 2 shared Daisuke Ito· 2 shared Shoji Hisada· 2 shared Taketo Kawara· 2 shared Takuya Miura-Yamashita· 2 shared Yoshihito Ishida· 2 shared Ryoichi TakaseiD· 1 shared Satoru Mimura· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 42 mutual co-author links

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2 shared papersSynthetic Biology

Atsushi OkumaORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Cytotoxicity-based High-throughput Screening System for CAR T Cell

Atsushi Okuma, Yoshihito Ishida, Takuya Miura-Yamashita, Taketo Kawara, Daisuke Ito, Kei Yoshida, Satoru Mimura, Yuki Nakao, Tatsuki Iwamoto, Shoji Hisada, Shizu Takeda

This study develops a high-throughput screening system for CAR T cells based on cytotoxicity, enabling efficient evaluation of CAR designs and identification of superior variants.

bioRxiv · Mar 31, 2026 · PreprintSynthetic Biology

Enhancing CAR-T cell activity prediction via fine-tuning protein language models with generated CAR sequences

Kei Yoshida, Shoji Hisada, Ryoichi Takase, Atsushi Okuma, Yoshihito Ishida, Taketo Kawara, Takuya Miura-Yamashita, Daisuke Ito

This study fine-tunes a protein language model with generated CAR sequences to predict CAR-T cell activity, showing improved performance with optimized training parameters.

BMC Bioinformatics · Feb 25, 2026Peer-reviewedBioinformatics