A retrospective study involving 315 subjects demonstrated the efficiency and reliability of contrast-enhanced coronary CT angiography associated with a deep learning-based automated quantification algorithm in rapidly and safely extracting the volume of coronary artery calcium, an accurate predictor of cardiovascular events.