Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry - van Rosendael, Alexander R.; Maliakal, Gabriel; Kolli, Kranthi K.; Beecy, Ashley; Al’Aref, Subhi J.; Dwivedi, Aeshita; Singh, Gurpreet; Panday, Mohit; Kumar, Amit; Ma, Xiaoyue; Achenbach, Stephan; Al-Mallah, Mouaz H.; et al. (Journal of cardiovascular computed tomography, 2018)
Keywords: Aged; Algorithms; Area Under Curve; Computed Tomography Angiography - methods; Coronary Angiography - methods; Coronary Artery Disease - diagnostic imaging; Coronary Artery Disease - mortality; Coronary Artery Disease - pathology; Coronary Artery Disease - therapy; Coronary Stenosis - diagnosis; Coronary Stenosis - mortality; Coronary Stenosis - pathology; Coronary Vessels - diagnostic imaging; Coronary Vessels - pathology; Female; Humans; Machine Learning; Male; Middle Aged; Multidetector Computed Tomography - methods; Myocardial Infarction - mortality; Plaque, Atherosclerotic; Predictive Value of Tests; Prognosis; Radiographic Image Interpretation, Computer-Assisted - methods; Registries; Reproducibility of Results; Risk Assessment; Risk Factors; ROC Curve; Severity of Illness Index; Time Factors