Related Experiment Video
Updated: Oct 13, 2025

Continuous Venous-Arterial Doppler Ultrasound During a Preload Challenge
Published on: January 20, 2023
Blood Pressure Continuous Measurement through a Wearable Device: Development and Validation of a Cuffless Method
Beatrice De Marchi1,2, Mattia Frigerio2, Silvia De Nadai2
1Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, 20133 Milano, Italy.
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.
More Related Videos
Related Concept Videos
Equipments Used To Measure Blood Pressure
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
Sites for measruring blood pressure
The Brachial Artery: Primary Site for Blood Pressure Measurement
Pre-Procedural Guidelines for Assessing Blood Pressure
Assessment of blood pressure in brachial artery(two-step method)
Assessment of blood pressure in brachial artery(one-step method)
Prepare for the Procedure:
Measurement of Blood Pressure

