Characterization of Arterial Stiffness and High Blood Viscosity Using PPG Signals
This study uses PPG signals to determine arterial stiffness by analyzing blood flow characteristics to allow patients to better understand their health and take early preventive measures against cardiovascular diseases. The study uses the sine wave ratio (SIN ratio) as an indicator of arterial stiffness. A normal PPG waveform features a percussion wave and a diastolic wave, but some signals lack the diastolic wave if there is arterial stiffness, so a sine wave results. This study identifies a sine wave using the first derivative and an auxiliary line method and calculates the SIN ratio. Sine waves are classified as two types: the first whereby arterial stiffness causes rapid blood flow rebound, so there is an overlap in the reflected wave and the primary peak, and the other whereby high blood viscosity slows blood flow, which decreases the amplitude of the reflected wave. To increase the accuracy with which arterial stiffness is determined, an algorithm to filter these waveform types is proposed. The study uses data from 142 participants.
Authors
- Michael Hsiao (ORCID: https://orcid.org/0000-0001-8529-9213)
- Rui Wu (ORCID: https://orcid.org/0000-0002-0797-6845)
- Lei Wang (ORCID: https://orcid.org/0000-0001-7266-148X)
- Zijun Chen (ORCID: https://orcid.org/0000-0003-2051-2938)
Institutions
- Feng Chia University (TW)
Publication Details
- Published
- 2024-12-11
- DOI
- https://doi.org/10.1109/iecbes61011.2024.10990920
- Citations
- 1
- Primary Topic
- Non-Invasive Vital Sign Monitoring
- Type
- article
- Field-Weighted Citation Impact
- 0.18