Detection and Identification of S1 and S2 Heart Sounds Using Wavelet Decomposition and Reconstruction

Autor: John D Doyle, M. Navidbakhsh, Kourosh Bajelani, Kamran Hassani
Rok vydání: 2014
Předmět:
Zdroj: IFMBE Proceedings ISBN: 9783319008455
Popis: A heart sound segmentation algorithm has been developed which separates the heart sound signal into four parts: the first heart sound, the systolic period, the second heart sound, and the diastolic period. The algorithm uses discrete wavelet decomposition and reconstruction to produce phonocardiographic intensity envelopes. The performance of the algorithm has been evaluated using 14000 cardiac periods from 100 digital phonocardiographic recordings, including normal and abnormal heart sounds. In tests, the algorithm was over 93 percent correct in detecting the first and second heart sounds.
Databáze: OpenAIRE