Art

J-GLOBAL ID：201902268976707815   Reference number：19A0861226

Deep learning for segmentation of 49 selected bones in CT scans: First step in automated PET/CT-based 3D quantification of skeletal metastases

CTスキャンにおける49つの選択された骨のセグメンテーションのための深層学習:骨格転移の自動PET/CTに基づく3D定量化における第一段階【JST・京大機械翻訳】

Author (11)： Lindgren Belal Sarah (Department of Translational Medicine, Lund University, Malmo, Sweden) ,  Sadik May (Department of Clinical Physiology, Sahlgrenska University Hospital, Goteorg, Sweden) ,  Kaboteh Reza (Department of Clinical Physiology, Sahlgrenska University Hospital, Goteorg, Sweden) ,  Enqvist Olof (Department of Signals and Systems, Chalmers University of Technology, Goteborg, Sweden) ,  Ulen Johannes (Eigenvision AB, Malmo, Sweden) ,  Poulsen Mads H. (Department of Urology, Odense University Hospital, Odense, Denmark) ,  Simonsen Jane (Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark) ,  Hoilund-Carlsen Poul F. (Department of Nuclear Medicine, Odense University Hospital, Odense, Denmark) ,  Edenbrandt Lars (Department of Clinical Physiology, Sahlgrenska University Hospital, Goteorg, Sweden) ,  Traegardh Elin (Department of Translational Medicine, Lund University, Malmo, Sweden) ,  Traegardh Elin (Wallenberg Center for Molecular Medicine, Lund University, Malmo, Sweden)
Material： European Journal of Radiology
Volume： 113  Page： 89-95  Publication year： 2019 
JST Material Number： W3246A  ISSN： 0720-048X  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： The aim of this study was to d...

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Thesaurus term： *computed tomography ,  prostatic tumor ,  automation ,  sternum ,  convolution ,  *three dimension ,  *learning ,  neural network(network) ,  sacrum ,  reproducibility ,  physician ,  *segmentation ,  human(primates)
Semi thesaurus term： *PET/CT ,  *骨格転移 ,  *深層学習 , 【Automatic Indexing@JST】

Author keywords (5)： PET/CT ,  Artificial intelligence ,  Bone ,  Metastases ,  Prostate cancer

JST classification (3)： Diagnosis of tumors(=neoplasms)  (GE03020J) ,  Radiodiagnosis  (GC04020K) ,  Medical image processing  (JE04020T)

Terms in the title (10)： CTスキャン ,  骨 ,  セグメンテーション ,  深層学習 ,  骨格転移 ,  PET ,  CT ,  3D ,  定量化 ,  段階