Prediction of cardiovascular markers and diseases using retinal fundus images and deep learning: a systematic scoping review
Livie Yumeng Li,
Anders Aasted Isaksen,
Benjamin Lebiecka-Johansen
et al.
Abstract:Rapid development in deep learning for image analysis inspired studies to focus on predicting cardiovascular risk using retinal fundus images. This scoping review aimed to identify and describe studies using retinal fundus images and deep learning to predict cardiovascular risk markers and diseases. We searched MEDLINE and Embase on 17 November 2023. Abstracts and relevant full-text articles were independently screened by two reviewers. We included studies that used deep learning for the analysis of retinal fu… Show more
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