N. Gorine

Impact of data augmentation techniques on deep transfer learning for heart sound classification.

Cardiovascular diseases remain one of the primary causes of death worldwide, highlight- ing the importance of early detection. PhonoCardioGraphy (PCG) provides a non-invasive approach to identify cardiac abnormalities. However, its effectiveness is limited by scarce datasets and signal variability. Deep learning (DL) m...