Author

Sera Hatakeyama

Institute of Medical Science, The University of Tokyo

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

Frequent Co-Authors

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

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Kiyoshi YamaguchiORCID

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1 paper

Recent·Most cited

On the application of BERT models for nanopore methylation detection

Yaozhong Zhang, Sera Hatakeyama, Kiyoshi Yamaguchi, Yoichi Furukawa, Satoru Miyano, Rui 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.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · Dec 9, 2021Peer-reviewedBioinformatics