Automatic phonocardiograph signal analysis for detecting heart valve disorders

► This paper presents system for automatically determining the heart condition. ► The cycle segmentation is based on autocorrelation of heart beats. ► The feature extraction includes the STFT, DCT, and the adaptive feature selection. ► Only a few specific ones are selected for the classification of each hyperplane.