Author

Kiyoshi Yamaguchi

Institute of Medical Science, The University of TokyoORCID 0000-0003-2113-4369Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Approach:transformer / foundation model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Rui YamaguchiiD· 1 shared Satoru MiyanoiD· 1 shared Seiya ImotoiD· 1 shared Sera Hatakeyama· 1 shared Yaozhong ZhangiD· 1 shared Yoichi FurukawaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Rui YamaguchiORCID

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1 paper

Recent·Most cited

BioinformaticsIEEE International Conference on Bioinformatics and Biomedicine (BIBM)Peer-reviewedDec 9, 2021

On the application of BERT models for nanopore methylation detection

Yaozhong Zhang, Sera Hatakeyama, Kiyoshi Yamaguchi…·Seiya Imoto

This paper explores using refined BERT models for nanopore methylation detection, achieving competitive performance and faster inference speed compared to biRNN models.

22 citationstop 2%

DNA methylationdeep learning

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