Title :
Detection of characteristic points of impedance cardiogram and validation using Doppler echocardiography
Author :
Naidu, S.M.M. ; Bagal, U.R. ; Pandey, P.C. ; Hardas, S. ; Khambete, N.D.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Bombay, Mumbai, India
Abstract :
Impedance cardiography is a noninvasive technique for monitoring the variation in thoracic impedance during cardiac cycle. Estimation of the stroke volume and other cardiovascular indices using impedance cardiography requires error-free detection of characteristic points in the impedance cardiogram (ICG). A technique for automatic detection of ICG characteristic points using R peaks in ECG as reference is presented. It does not require pre-processing of the ICG signal for baseline correction and adjustment of detection parameters. The technique is validated using Doppler echocardiography as a reference technique, by recording ICG and ECG signals simultaneously along with velocity profile of blood flow at the level of left ventricular outflow tract. Application of the technique on the recordings from healthy subjects in pre-exercise and post-exercise conditions and from cardiac patients under rest condition showed a very low detection error.
Keywords :
Doppler measurement; blood; blood flow measurement; blood vessels; cardiovascular system; echocardiography; electrocardiography; medical signal processing; patient monitoring; Doppler echocardiography; ECG signals; ICG characteristic points; R peaks; baseline correction; blood flow; cardiac cycle; cardiac patients; cardiovascular indices; characteristic points detection; detection parameter adjustment; error-free detection; impedance cardiogram; left ventricular outflow tract; noninvasive technique; post-exercise conditions; preexercise conditions; stroke volume estimation; thoracic impedance variation monitoring; velocity profile; very low detection error; Doppler effect; Echocardiography; Electrocardiography; Electrodes; Impedance; Sensitivity; Doppler echocardiogrphy; ICG characteristic points; Impedance cardiography;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030596