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Model-based analysis of arterial pulse signals for tracking changes in arterial wall parameters: a pilot study
Dan Wang1, Leryn Reynolds2, Thomas Alberts3
1Department of Mechanical and Aerospace Engineering, Old Dominion University, Norfolk, VA, 23529, USA. dwang009@odu.edu.
Biomechanics and Modeling in Mechanobiology
|May 11, 2019
Summary
A new microfluidic tactile sensor and model-based analysis can track arterial wall changes, offering a potential solution for at-home cardiovascular disease monitoring and early detection.
Area of Science:
- Biomedical Engineering
- Cardiovascular Physiology
- Medical Device Technology
Background:
- Arterial wall parameters like radius and viscoelasticity are key indicators for cardiovascular diseases (CVD).
- Current monitoring systems for these parameters are often too complex for convenient home use.
- Developing accessible methods for tracking arterial health is crucial for early CVD detection and management.
Purpose of the Study:
- To investigate if model-based analysis of arterial pulse signals can track arterial wall parameter changes.
- To evaluate the efficacy of a microfluidic-based tactile sensor for this purpose.
- To establish a non-calibrated, home-use monitoring solution for cardiovascular health.
Main Methods:
- A microfluidic-based tactile sensor was employed to measure arterial pulse signals.
- A data-processing algorithm extracted key features from the pulse signal, including radius waveform derivatives.
- Dynamic system and hemodynamic models were developed to estimate arterial wall parameters (elasticity, viscosity) from extracted features without calibration.
Main Results:
- Model-based analysis successfully tracked changes in arterial radius, elasticity, and viscosity post-exercise.
- Estimated changes in arterial parameters at radial and carotid arteries aligned with existing literature.
- Significant differences were observed in estimated parameters between pre-exercise and post-exercise states.
Conclusions:
- Model-based analysis combined with a microfluidic tactile sensor enables effective tracking of arterial wall parameter changes.
- This approach demonstrates potential for developing a user-friendly, at-home cardiovascular monitoring system.
- The technology could facilitate early detection, timely intervention, and treatment assessment for cardiovascular diseases.
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