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Additionally, we also performed a molecular docking study to understand the molecular interactions involved in binding, and the results were then correlated with the requisite structural features obtained from the 2D-QSAR and 3D-pharmacophore models. Coronary artery disease (CAD) is a major threat to human health. In clinical practice, X-ray coronary angiography remains the gold standard for CAD diagnosis, where the detection of stenosis is a crucial step. However, detection is challenging due to the low contrast between vessels and sur