Author

Kugatsu Sadamitsu

The University of Osaka

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 Approach:machine learning (classical)· 1 Assay:protein sequence· 1

Frequent Co-Authors

Akiko TenmaiD· 1 shared Haruka Fujita· 1 shared Hironori NakagamiiD· 1 shared Makoto SakaguchiiD· 1 shared Seiichi Inoue· 1 shared Toshiaki Noumi· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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1 shared paperBioinformatics

Akiko TenmaORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of Information ProcessingPeer-reviewedJan 1, 2021

Epitope Prediction of Antigen Protein using Attention-Based LSTM Network

Toshiaki Noumi, Seiichi Inoue, Haruka Fujita…·Hironori Nakagami

The paper proposes an attention-based LSTM network to improve epitope prediction accuracy by considering the whole antigen protein sequence and features.

25 citations

protein sequencedeep learning

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