[HTML][HTML] A systematic review and meta-analysis of applying deep learning in the prediction of the risk of cardiovascular diseases from retinal images

W Hu, FSL Yii, R Chen, X Zhang… - … Vision Science & …, 2023 - iovs.arvojournals.org
Purpose: The purpose of this study was to perform a systematic review and meta-analysis to
synthesize evidence from studies using deep learning (DL) to predict cardiovascular …

Deep-learning prediction of cardiovascular outcomes from routine retinal images in individuals with type 2 diabetes

MG Syed, E Trucco, MRK Mookiah, CC Lang… - Cardiovascular …, 2025 - Springer
Background Prior studies have demonstrated an association between retinal vascular
features and cardiovascular disease (CVD), however most studies have only evaluated a …

[PDF][PDF] Investigating the retina as a source of biomarkers for systemic conditions using artificial intelligence

MG Syed - 2023 - core.ac.uk
Investigating the retina as a source of biomarkers for systemic conditions using artificial
intelligence Page 1 University of Dundee DOCTOR OF PHILOSOPHY Investigating the retina …