Title :
Time-frequency analysis of the ECG in the diagnosis of vasovagal syndrome in older people
Author :
Ebden, M.J. ; Tarassenko, L. ; Payne, S.J. ; Darowski, A. ; Price, J.D.
Author_Institution :
Dept. of Eng. Sci., Oxford Univ., UK
Abstract :
The smoothed pseudo Wigner-Ville distribution (SPWVD) is used for the time-frequency analysis of variations in RR interval. A novel technique to determine the smoothing window lengths is implemented, and a new heart rate variability (HRV) metric is developed, instantaneous center frequency variability (ICFV), which uses the time-frequency map generated by the SPWVD. The technique is then applied to 50 patients with unexplained falls and age > 60, undergoing head-upright tilt table testing (HUT). Eighteen of the patients were diagnosed with vasovagal syndrome. Attempts at syncope prediction using the new metric is an improvement on traditional techniques: an ICFV less than 0.07 Hz from 90 s to 180 s after tilt is predictive of a negative test (negative predictive value: 0.77). The comorbidity and autonomic degeneration present in elderly patients are thought to be responsible for lowering the negative predictive value.
Keywords :
electrocardiography; geriatrics; medical signal processing; patient diagnosis; smoothing methods; time-frequency analysis; 180 s; 90 s; ECG; autonomic degeneration; comorbidity; elderly patients; head-upright tilt table testing; heart rate variability; instantaneous center frequency variability; old people; smoothed pseudo Wigner-Ville distribution; syncope prediction; time-frequency analysis; vasovagal syndrome diagnosis; Condition monitoring; Electrocardiography; Filters; Heart rate; Patient monitoring; Signal analysis; Smoothing methods; Testing; Time frequency analysis; Timing; ICF; SPWVD; instantaneous center frequency; smoothed pseudo Wigner-Ville distribution; vasovagal syncope;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403149