Art

J-GLOBAL ID：202002212986096139   Reference number：20A2768738

A Deep Learning-Based Approach for Identifying the Medicinal Uses of Plant-Derived Natural Compounds

植物由来天然化合物の医薬品使用を同定するための深層学習ベースアプローチ【JST・京大機械翻訳】

Author (9)： Yoo Sunyong (School of Electronics and Computer Engineering, Chonnam National University, Gwangju, South Korea) ,  Yang Hyung Chae (Department of Otorhinolaryngology-Head and Neck Surgery, Chonnam National University Medical School and Chonnam National University Hospital, Gwangju, South Korea) ,  Lee Seongyeong (School of Electronics and Computer Engineering, Chonnam National University, Gwangju, South Korea) ,  Shin Jaewook (School of Electronics and Computer Engineering, Chonnam National University, Gwangju, South Korea) ,  Min Seyoung (School of Electronics and Computer Engineering, Chonnam National University, Gwangju, South Korea) ,  Lee Eunjoo (Big Data Steering Department, National Health Insurance Service, Wonju, South Korea) ,  Song Minkeun (Research Institute of Medical Sciences, Cardiovascular Research Institute, Chonnam National University Medical School & Hospital, Gwangju, South Korea) ,  Lee Doheon (Bio-Synergy Research Center, Daejeon, South Korea) ,  Lee Doheon (Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea)
Material： Frontiers in Pharmacology (Web)
Volume： 11  Page： 584875  Publication year： 2020 
JST Material Number： U7091A  ISSN： 1663-9812  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Medicinal plants and their ext...

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Thesaurus term： intermolecular interaction ,  vitamin ,  mineral(chemistry) ,  medicinal plant ,  *drug therapy ,  biological activity ,  effectiveness ,  in vitro experiment ,  Phytochemicals
Semi thesaurus term： 抗酸化剤 ,  抽出物 ,  in silico ,  ネットワーク解析 ,  *天然化合物 ,  *深層学習 , 【Automatic Indexing@JST】

Author keywords (8)： natural compound ,  natural product ,  medicinal use ,  deep learning ,  molecular interaction ,  chemical property ,  network analysis ,  text mining

JST classification (1)： Plant biochemistry  (EH01050J)

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Terms in the title (5)： 植物 ,  天然化合物 ,  医薬品使用 ,  同定 ,  深層学習