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J-GLOBAL ID：201902281228283807   Reference number：19A0789659

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

完全畳込みネットワークによる自動心血管磁気共鳴画像解析【JST・京大機械翻訳】

Author (23)： Bai Wenjia (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Sinclair Matthew (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Tarroni Giacomo (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Oktay Ozan (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Rajchl Martin (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Vaillant Ghislain (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Lee Aaron M. (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Aung Nay (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Lukaschuk Elena (Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK) ,  Sanghvi Mihir M. (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Zemrak Filip (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Fung Kenneth (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Paiva Jose Miguel (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Carapella Valentina (Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK) ,  Kim Young Jin (Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK) ,  Suzuki Hideaki (Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK) ,  Kainz Bernhard (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Matthews Paul M. (Division of Brain Sciences, Department of Medicine, Imperial College London, London, UK) ,  Petersen Steffen E. (NIHR Biomedical Research Centre at Barts, Queen Mary University of London, London, UK) ,  Piechnik Stefan K. (Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK) ,  Neubauer Stefan (Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK) ,  Glocker Ben (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK) ,  Rueckert Daniel (Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK)
Material： Journal of Cardiovascular Magnetic Resonance (Web)
Volume： 20  Issue： 1  Page： 65  Publication year： 2018 
JST Material Number： U7509A  ISSN： 1532-429X  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Cardiovascular resonance (CMR)...

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Thesaurus term： cardiovascular disease ,  *convolution ,  pixel ,  *image ,  *NMR imaging ,  annotation ,  image processing ,  segmentation ,  automation ,  *network
Semi thesaurus term： 左室収縮末期容積 ,  左室拡張末期容積 ,  左心室 ,  被験者 ,  チャンバ , 【Automatic Indexing@JST】

Author keywords (3)： CMR image analysis ,  Fully convolutional networks ,  Machine learning

JST classification (2)： Medical image processing  (JE04020T) ,  Cardiovascular system diagnosis  (GJ02000V)

Reference (34)：

• World Health Organisation. Cardiovascular diseases (CVDs) fact sheet.http://www.who.int/mediacentre/factsheets/fs317/en/. Accessed 11 July 2017.
• Heart; Cardiovascular magnetic resonance imaging: what the general cardiologist should know; DP Ripley; 102; 19; 2016; 1589-603; 10.1136/heartjnl-2015-307896; citation_id=CR2
• Circulation; 2012 ACCF/AHA/ACP/AATS/PCNA/SCAI/STS guideline for the diagnosis and management of patients with stable ischemic heart disease; SD Fihn; 60; 24; 2012; 44-164; citation_id=CR3
• Eur J Heart Fail; ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure 2012; JJV McMurray; 14; 8; 2012; 803-69; 10.1093/eurjhf/hfs105; citation_id=CR4
• UK Biobank Imaging Study. http://imaging.ukbiobank.ac.uk/. Accessed 11 July 2017.

Terms in the title (4)： 畳込み ,  心血管 ,  磁気共鳴画像 ,  解析