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cs.CV2026
Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays
Dylan Saeed, Ramtin Gharleghi, Susann Beier +1
Coronary artery calcification (CAC) is a strong predictor of cardiovascular events, with CT-based Agatston scoring widely regarded as the clinical gold standard. However, CT is cos…
cs.CV2025
Predicting Coronary Artery Calcium Severity based on Non-Contrast Cardiac CT images using Deep Learning
Lachlan Nguyen, Aidan Cousins, Arcot Sowmya +2
Cardiovascular disease causes high rates of mortality worldwide. Coronary artery calcium (CAC) scoring is a powerful tool to stratify the risk of atherosclerotic cardiovascular dis…