Art

J-GLOBAL ID：202002267469355136   Reference number：20A0195559

CapsCarcino: A novel sparse data deep learning tool for predicting carcinogens

CAPSCARO:発癌物質を予測するための新しいスパースデータ深層学習ツール【JST・京大機械翻訳】

Author (8)： Wang Yi-Wei (State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, PR China) ,  Wang Yi-Wei (College of Preclinical Medicine, Southwest Medical University, Luzhou, Sichuan, 646000, PR China) ,  Huang Lei (School of Computer Science & Engineer, University of Electronic Science and Technology of China, Chengdu, Sichuan, 611731, PR China) ,  Huang Lei (Basic Teaching Department, Sichuan College of Architectural Technology, Deyang, Sichuan, 61800, PR China) ,  Jiang Si-Wen (School of Computer Science & Engineer, University of Electronic Science and Technology of China, Chengdu, Sichuan, 611731, PR China) ,  Li Kan (State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, PR China) ,  Zou Jun (State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, PR China) ,  Yang Sheng-Yong (State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, PR China)
Material： Food and Chemical Toxicology  (Food Chem Toxicol)
Volume： 135  Page： Null  Publication year： 2020 
JST Material Number： B0937A  ISSN： 0278-6915  CODEN： FCTOD7  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Determining chemical carcinoge...

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Thesaurus term： sex determination ,  *carcinogen ,  deep layer ,  capsule ,  computer architecture ,  network ,  alarm ,  risk assessment ,  *learning ,  machine learning ,  carcinogenicity ,  robustness ,  feature selection
Semi thesaurus term： *深層学習 ,  訓練データ , 【Automatic Indexing@JST】

Author keywords (5)： Deep learning ,  Carcinogenicity ,  Predictive classifier ,  Capsule network ,  Computational toxicology

JST classification (1)： Carcinogenic mechanisms and factors  (GE02020C)

Terms in the title (4)： 発癌物質 ,  予測 ,  深層学習 ,  ツール