Prediction of systemic biomarkers from retinal photographs: development and validation of deep-learning algorithms

The application of deep learning to retinal photographs has yielded promising results in predicting age, sex, blood pressure, and haematological parameters. However, the broader applicability of retinal photograph-based deep learning for predicting other systemic biomarkers and the generalisability...

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