Discovering novel systemic biomarkers in photos of the external eye

External eye photos were recently shown to reveal signs of diabetic retinal disease and elevated HbA1c. In this paper, we evaluate if external eye photos contain information about additional systemic medical conditions. We developed a deep learning system (DLS) that takes external eye photos as inpu...

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Hauptverfasser:	Babenko, Boris, Traynis, Ilana, Chen, Christina, Singh, Preeti, Uddin, Akib, Cuadros, Jorge, Daskivich, Lauren P, Maa, April Y, Kim, Ramasamy, Kang, Eugene Yu-Chuan, Matias, Yossi, Corrado, Greg S, Peng, Lily, Webster, Dale R, Semturs, Christopher, Krause, Jonathan, Varadarajan, Avinash V, Hammel, Naama, Liu, Yun
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning Quantitative Biology - Quantitative Methods
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