Blood Pressure Continuous Measurement through a Wearable Device: Development and Validation of a Cuffless Method
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Beatrice De Marchi1,2, Mattia Frigerio2, Silvia De Nadai2
1Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, 20133 Milano, Italy.
Insights
This study introduces a novel cuffless wearable device for continuous blood pressure monitoring using a time-delay method. The device shows promising accuracy, achieving 85% of errors below 10 mmHg.
Area of Science:
- Biomedical Engineering
- Cardiovascular Technology
- Wearable Health Devices
Background:
- Continuous blood pressure monitoring is crucial for managing cardiovascular health.
- Existing methods often rely on invasive techniques or infrequent cuff-based measurements.
- Development of cuffless, continuous blood pressure monitoring systems is a significant unmet need.
Purpose of the Study:
- To develop and validate a cuffless method for continuous blood pressure measurement using a wearable device.
- To utilize the time-delay method, based on the transit time of blood volume from the heart to a peripheral site, for blood pressure estimation.
- To assess the performance of the developed method against international standards and a reference sphygmomanometer.
Main Methods:
- A wearable device, comprising a sensorized shirt and wristband, recorded electrocardiographic (ECG) and photoplethysmographic (PPG) signals.
- The time-delay was calculated as the interval between the R peak of the ECG signal and a marker on the PPG wave.
- A linear regression model used the time-delay and PPG features to estimate blood pressure variations.
Main Results:
- The developed time-delay method demonstrated notable performance according to international standards.
- 85% of the estimated blood pressure measurements had errors lower than 10 mmHg.
- The mean absolute error of the estimates was less than 7 mmHg when compared to a certified digital sphygmomanometer.
Conclusions:
- The study successfully developed and validated a cuffless method for continuous blood pressure estimation.
- The time-delay method implemented in the wearable device shows good performance compared to the traditional oscillometric technique.
- This approach offers a promising non-invasive solution for continuous blood pressure monitoring.
Abstract:
The present study aims to develop and validate a cuffless method for blood pressure continuous measurement through a wearable device. The goal is achieved according to the time-delay method, with the guiding principle of the time relation it takes for a blood volume to travel from the heart to a peripheral site. Inversely proportional to the blood pressure, this time relation is obtained as the time occurring between the R peak of the electrocardiographic signal and a marker point on the photoplethysmographic wave. Such physiological signals are recorded by using L.I.F.E. Italia's wearable device, made of a sensorized shirt and wristband. A linear regression model is implemented to estimate the corresponding blood pressure variations from the obtained time-delay and other features of the photoplethysmographic wave. Then, according to the international standards, the model performance is assessed, comparing the estimates with the measurements provided by a certified digital sphygmomanometer. According to the standards, the results obtained during this study are notable, with 85% of the errors lower than 10 mmHg and a mean absolute error lower than 7 mmHg. In conclusion, this study suggests a time-delay method for continuous blood pressure estimates with good performance, compared with a reference device based on the oscillometric technique.
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