Artificial Intelligence and Machine Learning in Cardiovascular Imaging

Description of an array of studies that have leveraged machine learning applications in echocardiography, computed tomography angiography, nuclear imaging, and cardiac magnetic resonance imaging.^{20–22,28,29,31–34,37,38,41,43} CTA: computed tomography angiography; CAD: coronary artery disease; TPD: total perfusion deficit; MACE: major adverse cardiac events

Summary of studies that have evaluated machine learning algorithms for prediction or automated interpretation.^45–47,50 SPECT: single photon emission computed tomography; MPI: myocardial perfusion imaging; CAD: coronary artery disease