Medical image analysisHumansCoronary Artery DiseaseVascular CalcificationSupervised Machine LearningTomography
S2CAC: Semi-supervised coronary artery calcium segmentation via scoring-driven consistency and negative sample boosting.
Jinkui Hao, Nilay S Shah, Bo Zhou
Published: 202610.1016/j.media.2025.103823
Abstract
Coronary artery calcium (CAC) scoring plays a pivotal role in assessing the risk for cardiovascular disease events to guide the intensity of cardiovascular disease preventive efforts. Accurate CAC scoring from gated cardiac Computed Tomography (CT) r…
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