Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
Daniel KermanyGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAMichael H. GoldbaumShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAWenjia CaiShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USACarolina C. S. ValentimShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAHuiying LiangGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, ChinaSally L. BaxterShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAAlex McKeownGe YangShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAXiaokang WuMolecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, ChinaFangbing YanMolecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, ChinaJustin DongGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, ChinaMade K. PrasadhaShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAJacqueline PeiGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAMagdalene Yin Lin TingShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAJie ZhuGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Guangzhou KangRui Biological Pharmaceutical Technology Company, 510005 Guangzhou, ChinaChristina LiShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USASierra HewettGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAJason DongGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, ChinaIan ZiyarShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAAlexander ShiShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USARunze ZhangShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USALianghong ZhengRui HouWilliam Y. ShiShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAX FuGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAYaou DuanShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAViet Anh Nguyen HuuGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USACindy WenShiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAEdward D. ZhangGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USACharlotte L ZhangGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAOulan LiGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USAXiaobo WangBeihai Hospital, Dalian, 116021, ChinaMichael SingerDepartment of Ophthalmology, University of Texas Health Science Center, San Antonio, TX 78229, USAXiaodong SunShanghai Key Laboratory of Ocular Fundus Diseases, Shanghai General Hospital, Shanghai JiaoTong University, 200080 Shanghai, ChinaJie XuBeijing Instute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, ChinaAli TafreshiM. Anthony LewisQualcomm, San Diego, CA 92121, USAHuimin XiaGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, ChinaKang ZhangGuangzhou Women and Children's Medical Center, Guangzhou Medical University, 510005 Guangzhou, China; Shiley Eye Institute, Institute for Engineering in Medicine, Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA 92093, USA; Molecular Medicine Research Center, State Key Laboratory of Biotherapy, The National Clinical Research Center of Senile Disease, West China Hospital, Sichuan University, Chengdu, China; Guangzhou Regenerative Medicine and Health Guangdong Laboratory, 510005 Guangzhou, China; Veterans Administration Healthcare System, San Diego, CA 92037, USA. Electronic address: [email protected]
2018en
ABI
Abstract
No abstract available.
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Cited by 40 references
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