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An Open Medical Platform to Share Source Code and Various Pre-Trained Weights for Models to Use in Deep Learning Research.

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第一作者： Sungchul,Kim

第一单位： Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.

作者： Sungchul,Kim ^[1] ; Sungman,Cho ^[2] ; Kyungjin,Cho ^[1] ; Jiyeon,Seo ^[1] ; Yujin,Nam ^[1] ; Jooyoung,Park ^[1] ; Kyuri,Kim ^[2] ; Daeun,Kim ^[2] ; Jeongeun,Hwang ^[3] ; Jihye,Yun ^[4] ; Miso,Jang ^[5] ; Hyunna,Lee ^[6] ; Namkug,Kim ^[7]

作者单位： Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea. ^[1] Asan Institute for Life Sciences, Asan Medical Center, Seoul, Korea. ^[2] Department of Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea. ^[3] Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea. ^[4] Department of Biomedical Engineering, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.;Department of Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea. ^[5] Bigdata Research Center, Asan Institute for Life Science, Asan Medical Center, Seoul, Korea. ^[6] Department of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.;Department of Convergence Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea. namkugkim@gmail.com. ^[7]

关键词 Deep learning Downstream task Medical imaging Open platform Pre-trained model

医学主题词数据库, 事实型(Databases, Factual);人类(Humans);放射学(Radiology);软件(Software)

DOI 10.3348/kjr.2021.0170

PMID 34719891

发布时间 2021-12-16

基金项目

HI18C2383/Korea Health Industry Development Institute/Republic of Korea HI18C0022/Korea Health Industry Development Institute/Republic of Korea

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