Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
sounds. For all the three models, both the ‘Normal’ and ‘Mod./Sev.’ types of heart sounds are incorrectly recognised as the ‘Mild’ type of heart sounds. ROC Curves The area under the ROC curve (AUC) of the CNN is the highest. 2.3. SOTA Comparisons SOTA Comparisons The upsampling strategy can