Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiovascular Disease.
Inception-v3, and VGG-16. The original 2 final layers are removed. 4 additional layers, including a flattened layer and 3 dense layers, are added: i.e. a 512 nodes layer followed by another 128 nodes layer with ReLU activation function is added. The final layer was a one-node layer with a sigmoid