Classify Murmurs

Classifying heart murmurs based on phonocardiograms (PCGs) is an important medical signal processing task that falls within the domain of time series analysis. This task aims to accurately identify and distinguish different types of heart murmurs by analyzing sound characteristics during the cardiac cycle, thereby assisting doctors in early diagnosis and condition assessment. The application value of this technology lies in improving the efficiency and accuracy of diagnosing heart disease, reducing misdiagnosis rates, and playing a significant role in the prevention and treatment of cardiovascular diseases.