A New Method for Cardiac Diseases Diagnosis

Salah, Ridha Ben and Alhadidi, Tareq and Mansouri, Sofienne and Naouar, Mounir (2015) A New Method for Cardiac Diseases Diagnosis. Advances in Bioscience and Biotechnology, 06 (04). pp. 311-319. ISSN 2156-8456

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Abstract

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.

Item Type: Article
Subjects: Academic Digital Library > Biological Science
Depositing User: Unnamed user with email info@academicdigitallibrary.org
Date Deposited: 08 Mar 2023 09:30
Last Modified: 12 Mar 2024 04:23
URI: http://publications.article4sub.com/id/eprint/890

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