Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiovascular Disease.
2D-CNN outperforms the sole 1D-CNN and the sole 2D-CNN. SOTA Comparisons The ensemble accuracy of 1D-CNN and 2D-CNN is improved over the accuracy of existing feature extraction methods and deep learning-based heart sound classification.