A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study
深度学习
人工智能
回顾性队列研究
计算机科学
医学
验光服务
病理
作者
Boris Babenko,Ilana Traynis,Christina Chen,Preeti Singh,Akib Uddin,Jorge Cuadros,Lauren P. Daskivich,April Y. Maa,Kim Ramasamy,Eugene Yu‐Chuan Kang,Yossi Matias,Greg S. Corrado,Lily Peng,Dale R. Webster,Christopher Semturs,Jonathan Krause,Avinash V. Varadarajan,Naama Hammel,Yun Liu
Photographs of the external eye were recently shown to reveal signs of diabetic retinal disease and elevated glycated haemoglobin. This study aimed to test the hypothesis that external eye photographs contain information about additional systemic medical conditions.