Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiovascular Disease.
model is composed of 3 Conv-blocks, a global average pooling (GAP) layer and a classification layer with the sigmoid function. 3. Results 5-Fold PhysioNet dataset is used. The best outcomes obtained from 4th-fold are 94%. Class Weight With class weight applied to loss function, performance is