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Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

Cell · 2018 · Vol. 172(5) · pp. 1122–1131.e9

Daniel Kermany✉(University of California San Diego)Michael H. Goldbaum(University of California San Diego)Wenjia Cai(University of California San Diego)Carolina C. S. Valentim(University of California San Diego)Huiying Liang(Guangzhou Medical University)Sally L. Baxter(University of California San Diego)Alex McKeownGe Yang(University of California San Diego)Xiaokang Wu(Sichuan University)Fangbing Yan(Sichuan University)Justin Dong(Guangzhou Medical University)Made K. Prasadha(University of California San Diego)Jacqueline Pei(University of California San Diego)Magdalene Yin Lin Ting(University of California San Diego)Jie Zhu(Guangzhou Women and Children Medical Center)Christina Li(University of California San Diego)Sierra Hewett(University of California San Diego)Jason Dong(Guangzhou Medical University)Ian Ziyar(University of California San Diego)Alexander Shi(University of California San Diego)Runze Zhang(University of California San Diego)Lianghong ZhengRui HouWilliam Y. Shi(University of California San Diego)X Fu(University of California San Diego)Yaou Duan(University of California San Diego)Viet Anh Nguyen Huu(University of California San Diego)Cindy Wen(University of California San Diego)Edward D. Zhang(University of California San Diego)Charlotte L Zhang(University of California San Diego)Oulan Li(University of California San Diego)Xiaobo Wang(Beihai People's Hospital)Michael Singer(The University of Texas Health Science Center at San Antonio)Xiaodong Sun(Shanghai Jiao Tong University)Jie Xu(Beijing Tongren Hospital)Ali TafreshiM. Anthony Lewis(Qualcomm (United States))Huimin Xia(Guangzhou Medical University)Kang Zhang(Sichuan University)

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Retinal Imaging and Analysis Digital Imaging for Blood Diseases COVID-19 diagnosis using AIBiologyMedical diagnosisComputational biologyPathology