Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning

Author:

Fakhry MahmoudORCID,Gallardo-Antolín AscensiónORCID

Funder

Agencia Estatal de Investigación

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference54 articles.

1. Phonocardiography signal processing;Abbas;Synth. Lect. Biomed. Eng.,2009

2. Abbas, A.K., Bassam, R., Kasim, R.M., 2008. Mitral Regurgitation PCG-Signal Classification based on Adaptive Db-Wavelet. In: The International Federation for Medical and Biological Engineering (IFMBE).

3. A lightweight hybrid deep learning system for cardiac valvular disease classification;Al-Issa;Sci. Rep.,2022

4. Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings;Alkhodari;Comput. Methods Programs Biomed.,2021

5. Time-frequency digital filtering based on an invertible wavelet transform: an application to evoked potentials;Bertrand;IEEE Trans. Biomed. Eng.,1994

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