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.
Gabor, Theory of communication, Journal of the Institution of Elec- trical Engineers - Part I: General 94 (1946) 5858
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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.