Coronary calcium detection using 3D attention identical dual deep network based on weakly supervised learning
Coronary calcium detection using 3D attention identical dual deep network based on weakly supervised learning
Coronary artery calcium (CAC) is biomarker of advanced subclinical coronary artery disease and predicts myocardial infarction and death prior to age 60 years. The slice-wise manual delineation has been regarded as the gold standard of coronary calcium detection. However, manual efforts are time and resource consuming and even impracticable to …