Prediction of the Health Effects of Food Peptides and Elucidation of the Mode‐of‐action Using Multi‐task Graph Convolutional Neural Network

Food proteins work not only as nutrients but also modulators for the physiological functions of the human body. The physiological functions of food proteins are basically regulated by peptides encrypted in food protein sequences (food peptides). In this study, we propose a novel deep learning‐based...

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Veröffentlicht in:Molecular informatics 2020-01, Vol.39 (1-2), p.e1900134-n/a
Hauptverfasser: Fukunaga, Itsuki, Sawada, Ryusuke, Shibata, Tomokazu, Kaitoh, Kazuma, Sakai, Yukie, Yamanishi, Yoshihiro
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Sprache:eng
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