Heart function grading evaluation based on heart sounds and convolutional neural networks - Chen, Xiao; Guo, Xingming; Zheng, Yineng; Lv, Chengcong (Australasian physical & engineering sciences in medicine, 2023)
Keywords: Adaptive algorithms; Algorithms; Artificial neural networks; Biological and Medical Physics; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Biophysics; Cardiac function; Classification; Continuous wavelet transform; Feature extraction; Heart; Heart function; Heart Sounds; Humans; Markov chains; Medical and Radiation Physics; Neural networks; Neural Networks, Computer; Noise reduction; Regression models; Scientific Paper; Wavelet Analysis; Wavelet transforms; Heart sounds; NYHA classification; Cardiac function classification; Convolutional neural network