Title :
Progress in the analysis of the electrical generator of the heart
Author :
Chaikovsky, Illya ; Budnyk, Mykola ; Najafian, Mokhammad ; Martynenko, Serhiy ; Dovbysh, Anatoly ; Budnyk, Vitaly ; Kovalenko, Oleksandr
Author_Institution :
Dept. Med. Informatic Syst., Intern. Res. & Training Centre IT & Syst., Kiev, Ukraine
Abstract :
Aim of study is to develop understanding of the heart electric generator based on classification of current density distribution (CDD) maps with help of information-extreme intellectual technology (IEIT). Error-free decision rules were obtained in learning population. Decision rule for test Healthy-CAD was examined based on 203 healthy volunteers and 256 CAD pts and sensitivity and specificity equal to 93% and 87%, respectively, have been achieved.
Keywords :
bioelectric phenomena; current density; current distribution; magnetocardiography; medical image processing; medical signal processing; pattern recognition; Healthy-CAD; current density distribution map classification; error-free decision rules; heart electric generator; information-extreme intellectual technology; learning population; magnetocardiography; pattern recognition system; Biomedical informatics; Brightness; Cardiac disease; Character recognition; Current density; Generators; Heart; Magnetic analysis; Pattern recognition; Sensitivity and specificity; current density distribution; information-extreme intellectual technology (IEIT); pattern recognition;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET), 2010 International Conference on
Conference_Location :
Lviv-Slavske
Print_ISBN :
978-966-553-875-2
Electronic_ISBN :
978-966-553-901-8
