Automated detection of heart valve disorders with time-frequency and deep features on PCG signals
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Signal Processing,Biomedical Engineering
Reference60 articles.
1. A general theory of the causes of murmurs in the cardiovascular system;Bruns;Am. J. Med.,1959
2. Heart valve development: regulatory networks in development and disease;Combs;Circ. Res.,2009
3. Cardiac disorder classification by heart sound signals using murmur likelihood and hidden Markov model state likelihood;Kwak;IET Signal Process.,2012
4. Anatomy of the mitral valve;Ho;Heart,2002
5. A review of intelligent systems for heart sound signal analysis;Nabih-Ali;J. Med. Eng. Technol.,2017
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