Accurate Classification of Heart Sound Signals for Cardiovascular Disease Diagnosis by Wavelet Analysis and Convolutional Neural Network: Preliminary Results.
Afrah Elfatih Farah MalikSezin BarinMehmet Emin YükselPublished in: SIU (2020)
Keyphrases
- wavelet analysis
- accurate classification
- disease diagnosis
- sound signals
- convolutional neural network
- heart disease
- face detection
- classification accuracy
- classification algorithm
- supervised learning
- multiresolution
- medical diagnosis
- wavelet transform
- sound source
- low frequency
- basis functions
- factor analysis
- speech signal
- feature detection
- neural network
- comparative analysis
- cardiovascular disease
- feature selection
- early diagnosis
- risk factors
- high frequency
- active learning
- nearest neighbor
- computer vision