Jul 19, 2022 · Our findings provide further evidence that external eye photos contain important biomarkers of systemic health spanning multiple organ systems.

A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study. Boris Babenko. Ilana Traynis. Christina Chen.

Authors: Boris Babenko PhD1†, Ilana Traynis MD2, Christina Chen MD1, Preeti Singh MS1, Akib Uddin MHSc1, Jorge Cuadros.

For external eye photos, we use the model reported in Babenko et al. 37 , which was trained on the EyePACs/LACDHS dataset; the prediction tasks in this domain ...

This exciting finding suggested the potential to reduce the need for specialized equipment since such photos can be captured using smartphones and other ...

This study aimed to test the hypothesis that external eye photographs contain information about additional systemic medical conditions. ... This DLS was trained ...

Figure 1 for Discovering novel systemic biomarkers in photos of the external eye. External eye photos were recently shown to reveal signs of diabetic retinal ...

Aug 11, 2023 · Marcin Oziemski's Post · Detecting novel systemic biomarkers in external eye photos · More Relevant Posts · Diabetes screening may be as simple as ...

Jun 1, 2023 · Figure 1 for Discovering novel systemic biomarkers in photos of the external eye. External eye photos were recently shown to reveal signs of ...

Discovering novel systemic biomarkers in photos of the external eye. CoRR abs/2207.08998 (2022); 2020. [i2]. view. electronic edition @ arxiv.org (open access) ...