Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
Proposed LSTM Proposed LSTM The designed model consists of multiple layers like LSTM, Dropout, Dense, and Softmax layers, as above. The cross-entropy loss is used as the loss function. 3. Results 3.1. ML Technique Comparisons ML Technique Comparisons on Left: PASCAL, Right: PhysioNet Table 4: On