Author

Haruka Fujita

Saitama UniversityPrimary ORCID profile (0000-0002-2435-2014 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Haruka FujitaiD1 paper · Kyoto University

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:protein sequence· 1

Frequent Co-Authors

Akiko TenmaiD· 1 shared Harumi Sasaki· 1 shared Hironori NakagamiiD· 1 shared Karin OnoiD· 1 shared Ken‐ichi IsobeiD· 1 shared Kugatsu Sadamitsu· 1 shared Makoto SakaguchiiD· 1 shared Marin kawamura· 1 shared

Activity by Year

2020-2021 · peak 1/yr

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10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Akiko TenmaORCID

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2 papers

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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Developmental BiologybioRxivPreprintMay 12, 2020

Are mice born normally with an egg-only diet?

Ken‐ichi Isobe, Natsumi Sato, Karin Ono…·Naomi Nishio

The paper examines if mice can be born healthy on an egg-only diet, finding that while pregnancy and birth rates are unaffected, newborns on this diet do not survive beyond one month unless their diet is changed post-birth.

DOI 10.1101/2020.05.12.091660

mouseexperimental assay

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