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.
Tibshirani, Regression shrinkage and selection via the lasso, Journal of the royal statistical society series b-methodological 58 (1996) 267–288
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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.