DocumentCode :
2643306
Title :
Arterial stiffness estimation based on the digital volume pulse for utilization in home health management environments
Author :
Jang, Dae-Geun ; Farooq, Umar ; Park, Jang-Ho ; Park, Seung-Hun ; Hahn, Minsoo
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
fYear :
2011
fDate :
9-12 Jan. 2011
Firstpage :
561
Lastpage :
562
Abstract :
This paper is concerned with a new approach for the estimation of arterial stiffness from the digital volume pulse (DVP). From the previous studies, it is well-known that arterial stiffness is a reasonable indicator of cardiovascular events and thus can be used as a prognostic factor of cardiovascular diseases. To evaluate arterial stiffness, various diagnostic techniques, such as the pulse wave velocity (PWV), have been proposed and applied. Although these techniques show high performance in assessment, they have poor usability partly due to the restriction on the test place. In order to cope with this problem, we propose the DVP-based arterial stiffness estimation, which can be utilized in home health management systems. Firstly, we extract pulse features that are predictive factors of arterial stiffness. After that, we perform a multiple linear regression analysis to obtain the prediction equation of arterial stiffness. By using the equation, we can estimate arterial stiffness with the digital volume pulse. From the experiments, we can insist that our proposed approach can be used as a noninvasive estimator of arterial stiffness in home health management environments.
Keywords :
biomechanics; blood vessels; cardiovascular system; diseases; electrocardiography; feature extraction; medical signal processing; regression analysis; arterial stiffness estimation; cardiovascular disease; digital volume pulse; home health management; multiple linear regression analysis; prognostic factor; pulse feature extraction; pulse wave velocity; usability; Arteries; Cardiology; Equations; Estimation; Feature extraction; Linear regression; Performance evaluation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
2158-3994
Print_ISBN :
978-1-4244-8711-0
Type :
conf
DOI :
10.1109/ICCE.2011.5722739
Filename :
5722739
Link To Document :
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