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J-GLOBAL ID：201802218600315325   Reference number：18A1859505

Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy

深部学習はスクリーニング大腸内視鏡検査における96%精度を有する実時間でポリープを局在化し同定する【JST・京大機械翻訳】

Author (13)： Urban Gregor (Department of Computer Science, University of California, Irvine, California) ,  Urban Gregor (Institute for Genomics and Bioinformatics, University of California, Irvine, California) ,  Tripathi Priyam (Department of Medicine, University of California, Irvine, California) ,  Alkayali Talal (Department of Medicine, University of California, Irvine, California) ,  Alkayali Talal (H.H. Chao Comprehensive Digestive Disease Center, University of California, Irvine, California) ,  Mittal Mohit (Department of Medicine, University of California, Irvine, California) ,  Jalali Farid (Department of Medicine, University of California, Irvine, California) ,  Jalali Farid (H.H. Chao Comprehensive Digestive Disease Center, University of California, Irvine, California) ,  Karnes William (Department of Medicine, University of California, Irvine, California) ,  Karnes William (H.H. Chao Comprehensive Digestive Disease Center, University of California, Irvine, California) ,  Baldi Pierre (Department of Computer Science, University of California, Irvine, California) ,  Baldi Pierre (Institute for Genomics and Bioinformatics, University of California, Irvine, California) ,  Baldi Pierre (Center for Machine Learning and Intelligent Systems, University of California, Irvine, California)
Material： Gastroenterology
Volume： 155  Issue： 4  Page： 1069-1078.e8  Publication year： 2018 
JST Material Number： H0767A  ISSN： 0016-5085  CODEN： GASTAB  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： The benefit of colonoscopy for...

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Thesaurus term： *coloscopy ,  *screening(inspection) ,  patient ,  image analysis ,  adenoma ,  image ,  *polyp ,  video recorder ,  colorectal neoplasm ,  learning model ,  machine learning
Semi thesaurus term： GPU【プロセッサ】 ,  ROC曲線 ,  検出率 ,  結腸直腸癌 , 【Automatic Indexing@JST】

Author keywords (4)： Machine Learning ,  Convolutional Neural Networks ,  Colorectal Cancer Prevention ,  Adenoma Detection Rate Improving Technology

JST classification (2)： Tumors(=neoplasms)of digestive system  (GH04000D) ,  Diagnosis of tumors(=neoplasms)  (GE03020J)

Terms in the title (8)： 深部 ,  学習 ,  スクリーニング ,  大腸内視鏡検査 ,  実時間 ,  ポリープ ,  局在化 ,  同定