Deep learning applications in myocardial perfusion imaging, a systematic review and meta-analysis

•Deep learning application in cardiac imaging has become a prominent field.•Coronary artery disease assessment with stress perfusion imaging is essential.•Deep learning can improve imaging safety, accuracy, and predict outcome.•Promising applications of deep learning will require clinical validation.