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J-GLOBAL ID：201702219743097954   Reference number：17A1715802

A survey on deep learning in medical image analysis

医用画像解析における深い学習に関する調査【Powered by NICT】

Author (9)： Litjens Geert (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Kooi Thijs (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Bejnordi Babak Ehteshami (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Setio Arnaud Arindra Adiyoso (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Ciompi Francesco (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Ghafoorian Mohsen (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  van der Laak Jeroen A.W.M. (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  van Ginneken Bram (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands) ,  Sanchez Clara I. (Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, The Netherlands)
Material： Medical Image Analysis
Volume： 42  Page： 60-88  Publication year： 2017 
JST Material Number： W3156A  ISSN： 1361-8415  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： Deep learning algorithms, in p...

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Thesaurus term： convolution ,  network ,  *learning ,  segmentation ,  learning algorithm ,  *medical image ,  pathology ,  retina ,  digital method ,  heart ,  deep layer
Semi thesaurus term： 物体検出 ,  画像分類 ,  深層学習 ,  *医用画像解析 , 【Automatic Indexing@JST】

Author keywords (4)： Deep learning ,  Convolutional neural networks ,  Medical imaging ,  Survey

JST classification (1)： Medical image processing  (JE04020T)

Terms in the title (3)： 医用画像解析 ,  学習 ,  調査