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Effect of confounding factors on blood pressure estimation using pulse arrival time
Jung Soo Kim1, Ko Keun Kim, Hyun Jae Baek
1Institute of Medical and Biological Engineering, Medical Research Center, Seoul National University, Seoul, Korea. acamus@bmsil.snu.ac.kr
Insights
This study enhances non-intrusive blood pressure estimation by incorporating heart rate and arterial stiffness (TDB) alongside pulse arrival time (PAT). The refined method significantly improves accuracy for both systolic and diastolic blood pressure readings.
Area of Science:
- Biomedical Engineering
- Physiological Measurement
- Cardiovascular Monitoring
Background:
- Accurate blood pressure estimation is crucial for cardiovascular health management.
- Non-intrusive methods are highly desirable for continuous monitoring and patient comfort.
- Existing methods using pulse arrival time (PAT) can be influenced by confounding factors.
Purpose of the Study:
- To improve the accuracy of non-intrusive blood pressure estimation.
- To investigate the impact of heart rate and arterial stiffness on PAT-based blood pressure measurements.
- To develop a more robust method for individual blood pressure monitoring.
Main Methods:
- Utilized multiple regression analysis incorporating pulse arrival time (PAT).
- Included heart rate as a confounding factor for cardiac cycle variability.
- Incorporated the duration from the maximum derivative point to the dicrotic peak (TDB) from photoplethysmography to represent arterial stiffness.
Main Results:
- Significant enhancement in blood pressure estimation accuracy for both diastolic and systolic phases.
- Validated reproducibility using previously established regression equations.
- Maintained high validity (r ≈ 0.8) despite a slight decrease in correlation between estimated and measured blood pressure.
Conclusions:
- Incorporating heart rate and arterial stiffness (TDB) alongside PAT significantly improves non-intrusive blood pressure estimation.
- The validated method demonstrates value for personalized, non-intrusive blood pressure monitoring.
- This approach holds potential for diverse clinical and wearable applications.
Abstract:
Two confounding factors were selected and analyzed in blood pressure estimation using pulse arrival time (PAT) for each individual. The heart rate was used as the confounding factor for the cardiac cycle, and the duration from the maximum derivative point to the dicrotic peak (TDB) in the photoplethysmogram was used as another confounding factor representing arterial stiffness. By considering these factors with PAT in multiple regression analysis, the performance of blood pressure estimation is enhanced significantly in the diastolic phase as well as in the systolic phase. The reproducibility of this method was also validated with formerly obtained regression equations from the training set. The correlation between estimated and measured blood pressure decreased a little, but the validity was still maintained (r congruent with 0.8). This shows the value of the method in non-intrusive blood pressure estimation for individual patients and may be useful for various applications.
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