Art

J-GLOBAL ID：201802265552751976   Reference number：18A2036083

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

自動MRI心臓多重構造セグメンテーションと診断のための深層学習技術:問題解決か【JST・京大機械翻訳】

Author (37)： Bernard Olivier (University of Lyon, CREATIS, CNRS UMR5220, Inserm U1044, INSA-Lyon, University of Lyon 1, Lyon, France) ,  Lalande Alain (Le2i Laboratory, CNRS FRE 2005, University of Burgundy, Dijon, France) ,  Zotti Clement (Computer Science Department, University of Sherbrooke, Sherbrooke, Canada) ,  Cervenansky Frederick (University of Lyon, CREATIS, CNRS UMR5220, Inserm U1044, INSA-Lyon, University of Lyon 1, Lyon, France) ,  Yang Xin (Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong) ,  Heng Pheng-Ann (Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong) ,  Cetin Irem (Barcelona Centre for New Medical Technologies, Universitat Pompeu Fabra, Barcelona, Spain) ,  Lekadir Karim (Barcelona Centre for New Medical Technologies, Universitat Pompeu Fabra, Barcelona, Spain) ,  Camara Oscar (Barcelona Centre for New Medical Technologies, Universitat Pompeu Fabra, Barcelona, Spain) ,  Gonzalez Ballester Miguel Angel (Barcelona Centre for New Medical Technologies, Universitat Pompeu Fabra, Barcelona, Spain) ,  Sanroma Gerard (Barcelona Centre for New Medical Technologies, Universitat Pompeu Fabra, Barcelona, Spain) ,  Napel Sandy (Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA) ,  Petersen Steffen (William Harvey Research Institute, Queen Mary University of London, London, U.K.) ,  Tziritas Georgios (Department of Computer Science, University of Crete, Heraklion, Greece) ,  Grinias Elias (Department of Computer Science, University of Crete, Heraklion, Greece) ,  Khened Mahendra (Department of Engineering Design, IIT Madras, Chennai, India) ,  Kollerathu Varghese Alex (Department of Engineering Design, IIT Madras, Chennai, India) ,  Krishnamurthi Ganapathy (Department of Engineering Design, IIT Madras, Chennai, India) ,  Rohe Marc-Michel (Inria-Asclepios Project, Sophia Antipolis, France) ,  Pennec Xavier (Inria-Asclepios Project, Sophia Antipolis, France) ,  Sermesant Maxime (Inria-Asclepios Project, Sophia Antipolis, France) ,  Isensee Fabian (Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany) ,  Jager Paul (Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany) ,  Maier-Hein Klaus H. (Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany) ,  Full Peter M. (Department of Computer Science, Mannheim University of Applied Sciences, Mannheim, Germany) ,  Wolf Ivo (Department of Computer Science, Mannheim University of Applied Sciences, Mannheim, Germany) ,  Engelhardt Sandy (Department of Computer Science, Mannheim University of Applied Sciences, Mannheim, Germany) ,  Baumgartner Christian F. (Computer Vision Laboratory, ETH Zuerich, Zuerich, Switzerland) ,  Koch Lisa M. (Computer Vision and Geometry Group, ETH Zuerich, Zuerich, Switzerland) ,  Wolterink Jelmer M. (Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands) ,  Isgum Ivana (Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands) ,  Jang Yeonggul (Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea) ,  Hong Yoonmi (Integrative Cardiovascular Imaging Research Center, Yonsei University College of Medicine, Seoul, South Korea) ,  Patravali Jay (Qure.ai company, Mumbai, India) ,  Jain Shubham (Qure.ai company, Mumbai, India) ,  Humbert Olivier (TIRO-UMR E 4320 Laboratory, University of Nice, Nice, France) ,  Jodoin Pierre-Marc (Computer Science Department, University of Sherbrooke, Sherbrooke, Canada)
Material： IEEE Transactions on Medical Imaging  (IEEE Trans Med Imaging)
Volume： 37  Issue： 11  Page： 2514-2525  Publication year： 2018 
JST Material Number： H0895A  ISSN： 0278-0062  CODEN： ITMID4  Document type： Article
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Abstract/Point： Delineation of the left ventri...

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Thesaurus term： pathology ,  automation ,  heart ventricle ,  medical worker ,  *learning ,  wake flow ,  *heart ,  *segmentation ,  myocardium ,  automatic analysis
Semi thesaurus term： 自動診断 ,  自動抽出 ,  左心室 ,  心臓MRI ,  *深層学習 , 【Automatic Indexing@JST】

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

Terms in the title (7)： MRI ,  心臓 ,  多重構造 ,  セグメンテーション ,  診断 ,  深層学習 ,  問題解決