Prediction of Percutaneous Coronary Intervention Success in Patients With Moderate to Severe Coronary Artery Calcification Using Machine Learning Based on Coronary Angiography: Prospective Cohort Study - Ye, Zixiang; Lin, Zhangyu; Xie, Enmin; Song, Chenxi; Zhang, Rui; Wang, Hao-Yu; Shi, Shanshan; Feng, Lei; Dou, Kefei (Journal of medical Internet research, 2025)
Keywords: Aged; Algorithms; Analysis; Angiography; Calcification; Coronary Angiography; Coronary Artery Disease - diagnostic imaging; Coronary Artery Disease - surgery; Female; Health aspects; Humans; Machine Learning; Male; Middle Aged; Patient outcomes; Percutaneous Coronary Intervention; Prospective Studies; Transluminal angioplasty; Treatment Outcome; Vascular Calcification - diagnostic imaging; Vascular Calcification - surgery; United States; percutaneous coronary intervention; coronary artery calcification; Extreme Gradient Boosting; artificial intelligence; coronary angiography