Epitope Prediction of Antigen Protein Using Attention-based LSTM Network

B-cells inducing antigen-specific immune responses in vivo produce large amounts of antigen-specific antibodies by recognizing the subregions (epitope regions) of antigen proteins. These antibodies can inhibit the functioning of antigen proteins. Predicting epitope regions is beneficial for the desi...

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Veröffentlicht in:	Journal of Information Processing 2021, Vol.29, pp.321-327
Hauptverfasser:	Noumi, Toshiaki, Inoue, Seiichi, Fujita, Haruka, Sadamitsu, Kugatsu, Sakaguchi, Makoto, Tenma, Akiko, Nakagami, Hironori
Format:	Artikel
Sprache:	eng
Schlagworte:	amino acid sequence attention B-cell epitope prediction epitope LSTM protein
Online-Zugang:	Volltext
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