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KMID : 1100520170230010053
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Healthcare Informatics Research
2017 Volume.23 No. 1 p.53 ~ p.59
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New Aging Index Using Signal Features of Both Photoplethysmograms and AccelerationPlethysmograms
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Ahn Jae-Mok
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Abstract
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Objectives: Acceleration plethysmograms (APGs) are obtained by taking the second derivative of photoplethysmograms (PPGs) and are noninvasive circulatory signals related to risk factors for atherosclerosis with age. There has been growing interestin the development of mobile devices to collect and analyze PPG single features for ambulatory health monitoring. The present study aimed to extract a new feature from the morphologies of APG and PPG signals to classify the dominant indicesrelated to the pulsatile volume of blood in tissue according to age.
Methods: Ten APG and 14 PPG indices were simultaneously extracted. All indices were compared via Pearson correlation coefficients (r) and a regression analysis. We introduced acombined index extracted from both the PPG and APG indices defined as the inflection point area plus the d_peak (IPAD). The participants included 93 healthy adults aged 36?86 years with a mean ± standard deviation age of 57.43 ± 11.99 years.
Results: The d_peak and age index for the APG indices were significantly correlated with age (r = ?0.408, p < 0.0001 and r =0.296, p = 0.0039, respectively). Only the A1 time for PPG indices was moderately correlated with age (r = ?0.247, p = 0.017). The stiffness index, including individual height information, was not related to age (r = ?0.031, p = 0.7713). However, the combined IPAD index was significantly more correlated with age (r = 0.56, p < 0.001) than the other indices.
Conclusions: The proposed index outperformed the other 24 indices for evaluating vascular aging. We suggest that the IPAD is a significantfactor related to the clinical information embedded in the PPG waveform.
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KEYWORD
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Acceleration Plethysmography, Arterial Stiffness, Vascular Aging, Health Monitoring, Photoplethysmography
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