Art

J-GLOBAL ID：202002237582162304   Reference number：20A0767209

Breast Cancer Classification in Automated Breast Ultrasound Using Multiview Convolutional Neural Network with Transfer Learning

移動学習による多視点畳込みニューラルネットワークを用いた自動乳房超音波における乳癌分類【JST・京大機械翻訳】

Author (6)： Wang Yi (Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada) ,  Choi Eun Jung (Department of Radiology, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University Medical School, Jeonju City, Jeollabuk-Do, South Korea) ,  Choi Younhee (Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada) ,  Zhang Hao (Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada) ,  Jin Gong Yong (Department of Radiology, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonbuk National University Medical School, Jeonju City, Jeollabuk-Do, South Korea) ,  Ko Seok-Bum (Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, Canada)
Material： Ultrasound in Medicine and Biology  (Ultrasound Med Biol)
Volume： 46  Issue： 5  Page： 1119-1132  Publication year： 2020 
JST Material Number： H0578A  ISSN： 0301-5629  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： To assist radiologists in brea...

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Thesaurus term： *convolution ,  computer assisted diagnosis ,  *breast tumor ,  visualization ,  *breast ,  principal component analysis ,  machine learning ,  *ultrasonic wave ,  feature extraction ,  neural network(network) ,  reliability(property) ,  *learning ,  image processing ,  histogram ,  computer architecture

Author keywords (5)： Convolutional neural network ,  Multiview convolutional neural network ,  Transfer learning ,  Breast cancer classification ,  Automated breast ultrasound

JST classification (2)： Diagnosis of tumors(=neoplasms)  (GE03020J) ,  Medical image processing  (JE04020T)

Terms in the title (7)： 学習 ,  視点 ,  畳込みニューラルネットワーク ,  乳房 ,  超音波 ,  乳癌 ,  分類