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Prediction of Cardiovascular Risk Factors from Retinal Fundus Photographs: Validation of a Deep Learning Algorithm in a Prospective Non-Interventional Study in Kenya

Tom White,Viknesh Selvarajah, Fredrik Wolfhagen-Sand,Nils Svangard,Gayathri Mohankumar,Peter Fenici,Kathryn Rough, Nelson Onyango, Kendall Lyons,Christina Mack,Videlis Nduba, Mansoor Noorali Saleh,Innocent Abayo,Afrah Siddiqui, Malgorzata Majdanska-Strzalka, Katarzyna Kaszubska,Tove Hegelund-Myrback,Russell Esterline,Antonio Manzur,Victoria E. R. Parker

DIABETES OBESITY & METABOLISM（2024）

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Key words
cardiovascular screening,diabetes mellitus,hypertension,machine learning,predictive modelling,retinal fundus photographs,UK Biobank
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