DocumentCode
591315
Title
Analysis of seismocardiogram capability for trending stroke volume changes: A lower body negative pressure study
Author
Tavakolian, Kouhyar ; Dumont, Guy A. ; Blaber, Andrew
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
733
Lastpage
736
Abstract
Features were extracted from seismocardiogram (SCG) data to correlate with stroke volume changes, estimated from arterial pressure recorded from the finger. Stroke volume was gradually reduced in twenty nine human subjects using lower body negative pressure. Twenty three features were extracted from SCG amplitudes and timings. There was at least one feature in every subject with correlation coefficient of 0.87or greater (P-value <;0.01). The ratio of left ventricular pre-ejection interval to left ventricular ejection time (LVPEI/LVET) proved to correlate the most with stroke volume (r=-0.92±0.06) compared to the other features. The second most correlated SCG feature, with stroke volume, was LVPEI with (r=-0.90±0.12). The findings of this paper suggest that with simple processing of SCG it should be possible to detect a sudden drop in stroke volume that could result from a variety of different cardiac abnormalities.
Keywords
accelerometers; acoustic imaging; blood; blood vessels; cardiovascular system; feature extraction; medical signal detection; medical signal processing; photoplethysmography; volume measurement; LVET; LVPEI; SCG; accelerometers; arterial pressure; feature extraction; left ventricular ejection time; left ventricular preejection interval; lower body negative pressure; photoplethysmography; seismocardiogram; stroke volume changes; Blood; Blood pressure; Educational institutions; Feature extraction; Fingers; Physiology; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing in Cardiology (CinC), 2012
Conference_Location
Krakow
ISSN
2325-8861
Print_ISBN
978-1-4673-2076-4
Type
conf
Filename
6420498
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