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J-GLOBAL ID：201802271531372588
整理番号：18A0508565
画像ベース深層学習による医用診断と治療可能な疾患の同定【Powered by NICT】
Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
Kermany Daniel S.
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Kermany Daniel S.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Goldbaum Michael
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Cai Wenjia
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Valentim Carolina C.S.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Liang Huiying
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Baxter Sally L.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
McKeown Alex
(Heidelberg Engineering, Heidelberg, Germany)
,
Yang Ge
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Wu Xiaokang
(Molecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, China)
,
Yan Fangbing
(Molecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, China)
,
Dong Justin
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Prasadha Made K.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Pei Jacqueline
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Pei Jacqueline
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Ting Magdalena
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zhu Jie
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Zhu Jie
(Guangzhou KangRui Biological Pharmaceutical Technology Company, 510005 Guangzhou, China)
,
Li Christina
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Hewett Sierra
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Hewett Sierra
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Dong Jason
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Ziyar Ian
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Shi Alexander
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zhang Runze
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zheng Lianghong
(YouHealth AI, 510005 Guangzhou, China)
,
Hou Rui
(Guangzhou KangRui Biological Pharmaceutical Technology Company, 510005 Guangzhou, China)
,
Shi William
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Fu Xin
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Fu Xin
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Duan Yaou
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Huu Viet A.N.
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Huu Viet A.N.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Wen Cindy
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zhang Edward D.
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Zhang Edward D.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zhang Charlotte L.
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Zhang Charlotte L.
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Li Oulan
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Li Oulan
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Wang Xiaobo
(Beihai Hospital, Dalian, 116021, China)
,
Singer Michael A.
(Department of Ophthalmology, University of Texas Health Science Center, San Antonio, TX 78229, USA)
,
Sun Xiaodong
(Shanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai JiaoTong University, 200080 Shanghai, China)
,
Xu Jie
(Beijing Instute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China)
,
Tafreshi Ali
(Heidelberg Engineering, Heidelberg, Germany)
,
Lewis M. Anthony
(Qualcomm, San Diego, CA 92121, USA)
,
Xia Huimin
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Zhang Kang
(Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, 510005 Guangzhou, China)
,
Zhang Kang
(Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA)
,
Zhang Kang
(Molecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, China)
,
Zhang Kang
(Guangzhou Regenerative Medicine and Health Guangdong Laboratory, 510005 Guangzhou, China)
,
Zhang Kang
(Veterans Administration Healthcare System, San Diego, CA 92037, USA)
資料名：
Cell (Cambridge, Mass.)
(Cell (Cambridge, Mass.))
巻： 172 号： 5 ページ： 1122-1131.e9 発行年： 2018年
JST資料番号： A0707B ISSN： 0092-8674 資料種別： 逐次刊行物 (A)
記事区分： 原著論文 発行国： アメリカ合衆国 (USA) 言語： 英語 (EN)
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