Title :
Detection of carotid artery stenosis via electronic stethoscope: A preliminary study with heart sound segmentation
Author :
Jin-For Li ; An-Bang Liu ; Wei-Min Liu
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Chung-Cheng Univ., Chiayi, Taiwan
Abstract :
Carotid stenosis is an important indicator and one of the main causes of ischemic stroke. Since the stenosis transformation is gradual, the patients usually can´t be aware of abnormality immediately. Therefore a convenient non-invasive examination method is needed to help the general public monitor the status of carotid artery stenosis. In this work we used electronic stethoscope to record the sound of blood flow, and extract the systolic fragments. The experimental results reveal the approximate entropy can be used as a preliminary feature to detect carotid stenosis (p <;0.01).
Keywords :
biomedical electronics; cardiology; diseases; feature extraction; haemodynamics; medical signal processing; patient diagnosis; blood flow sound; carotid artery stenosis detection; electronic stethoscope; entropy; feature extraction; heart sound segmentation; ischemic stroke; stenosis transformation; systolic fragment; Blood flow; Carotid arteries; Data analysis; Entropy; Feature extraction; Heart; Stethoscope;
Conference_Titel :
Consumer Electronics - Taiwan (ICCE-TW), 2015 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICCE-TW.2015.7216868