A New Method for Cardiac Diseases Diagnosis
A New Method for Cardiac Diseases Diagnosis作者机构：College of Applied Medical Sciences Department of Medical Equipment Technology Prince Sattam Bin Abdulaziz University Al-Kharj KSA Higher Institute of Medical Technologies of Tunis Laboratory of Biophysics University of Tunis El Manar Tunis Tunisia
出 版 物：《Advances in Bioscience and Biotechnology》 (生命科学与技术进展（英文）)
年 卷 期：2015年第6卷第4期
页 面：311-319页
学科分类：1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
主 题：Signal Processing Cepstral Parameters Bioimpedance Cardiac Diseases Automatic Diagnosis
摘 要：The objective of this work is to perform automatic diagnosis using a non invasive method which consists on the bioimpedance signal processing. Bioimpedance signal (BIS) represents the aorta impedance variation during the heart cycle activity. BIS is detected by mean of two electrodes located at the level of the ascendant aorta. Automatic diagnosis method consists on preparing, first, a data base with a set of cepstral parameters of different BIS according to normal case and different cardiac diseases. This data base is composed from n classes Yk corresponding to n diseases. The classification of anonymous individuals is based on the determination of Fisher distance between anonymous disease and class Yk using Fischer formula. Our method permits to calculate seven relevant cepstral parameters. The application of Fisher method has allowed us to perform the diagnosis of five anonymous cases. The major interest of this method is its especially useful for the exploration of cardiovascular system anomalies for emergency cases, children, elderly and pregnant women who can’t support surgical operations especially at the level of the heart.
维普期刊数据库