A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study

Babenko, Boris; Traynis, Ilana; Chen, Christina; Singh, Preeti; Uddin, Akib; Cuadros, Jorge; P. Daskivich, Lauren; Y. Maa, April; Ramasamy, Kim; Yu‐Chuan Kang, Eugene; Matias, Yossi; S. Corrado, Greg; Peng, Lily; R. Webster, Dale; Semturs, Christopher; Krause, Jonathan; V. Varadarajan, Avinash; Hammel, Naama; Liu, Yun

doi:10.1016/s2589-7500(23)00022-5

Public

A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study

Published in The Lancet Digital Health • Mar 23, 2023

Authors:

Boris Babenko

Ilana Traynis

Christina Chen

Abstract

BACKGROUND: 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. METHODS: We developed...

Subject

Deep learning

Artificial intelligence

Retrospective cohort study

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