Elastic net regularized Gabor dictionary fits produce feature matrices that let a 1D/2D CNN-LSTM network classify heart sounds into five valvular conditions at 98.95% accuracy.
URL https://www.who.int/health-topics/ cardiovascular-diseases#tab=tab_1
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Elastic Net Regularization and Gabor Dictionary for Classification of Heart Sound Signals using Deep Learning
Elastic net regularized Gabor dictionary fits produce feature matrices that let a 1D/2D CNN-LSTM network classify heart sounds into five valvular conditions at 98.95% accuracy.