Hybrid Sneaky algorithm-based deep neural networks for Heart sound classification using phonocardiogram

Author:

Shastri Rajveer K.1,Shastri Aparna R1,Nitnaware Prashant P23,Padulkar Digambar M4

Affiliation:

1. Electronics and Telecommunication, Vidya Pratishthan’s Kamalnayan Bajaj Institute of Engineering and Technology, Baramati, Maharashtra, India

2. Computer Engineering, Pillai College of Engineering, Mumbai, India

3. Computer Engineering, Pillai College of Engineering (PCE), Navi Mumbai, Maharashtra, India

4. Computer Engineering, Vidya Pratishthan’s Kamalnayan Bajaj Institute of Engineering & Technology, Baramati, Maharashtra, India

Funder

there is no funding associated with the work

Publisher

Informa UK Limited

Subject

Neuroscience (miscellaneous)

Reference37 articles.

1. Towards explainable deep neural networks (xDNN);Angelov P;Neural Net,2020

2. Heart sound reproduction based on neural network classification of cardiac valve disorders using wavelet transforms of PCG signals

3. Balili Christine C, Sobrepena MCC, Naval PC. 2015. Classification of heart sounds using discrete and continuous wavelet transform and random forests. In: proceedings of 3rd IAPR Asian Conference on Pattern Recognition (ACPR); Kuala Lumpur, Malaysia. p. 655–659.

4. Rider deep LSTM network for hybrid Distance score-based fault prediction in analog circuits;Binu D;IEEE Trans Ind Electron,2020

5. A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection

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