Intelligent Cardiac Auscultation for Murmur Detection via
Parallel-Attentive Models with Uncertainty Estimation
Intelligent Cardiac Auscultation for Murmur Detection via
Parallel-Attentive Models with Uncertainty Estimation
Heart murmurs are a common manifestation of cardiovascular diseases and can provide crucial clues to early cardiac abnormalities. While most current research methods primarily focus on the accuracy of models, they often overlook other important aspects such as the interpretability of machine learning algorithms and the uncertainty of predictions. This …