Arterial Blood Pressure Stratification with Wrist Photoplethysmography: Laboratory vs. Real World

Photoplethysmography (PPG) has recently gained attention for monitoring the cardiovascular system with wearable sensors. One of the most critical challenges is estimating blood pressure (BP) from PPG. Several attempts have been made in this direction, primarily based on laboratory recordings. Real-world recordings can provide more complete information about cardiovascular health by monitoring physiological changes throughout the day. In this work, we analyzed PPG morphological features obtained during laboratory and real-world sessions to evaluate their ability to discriminate between low-vs high-BP individuals. All features presenteddifferent behaviors when comparing laboratory and realworld sessions.Some showed statistically significant differences between subjects with low and high BP, based on the type of session and the hour of the day.This study underlines the differences between laboratory and realworld recordings to estimate BP from PPG.

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Publication Details

Journal
Computing in cardiology
Published
2024-12-01
DOI
https://doi.org/10.22489/cinc.2024.438
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
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article

Arterial Blood Pressure Stratification with Wrist Photoplethysmography: Laboratory vs. Real World

Alessandro Silvani, Lorenzo Chiari, Luca Palmerini, Igor Diemberger et al.
Computing in cardiology
Non-Invasive Vital Sign Monitoring
article

Arterial Blood Pressure Stratification with Wrist Photoplethysmography: Laboratory vs. Real World

Alessandro Silvani, Lorenzo Chiari, Luca Palmerini, Igor Diemberger, Serena Moscato, Marcello Sicbaldi
article en

Abstract

Photoplethysmography (PPG) has recently gained attention for monitoring the cardiovascular system with wearable sensors. One of the most critical challenges is estimating blood pressure (BP) from PPG. Several attempts have been made in this direction, primarily based on laboratory recordings. Real-world recordings can provide more complete information about cardiovascular health by monitoring physiological changes throughout the day. In this work, we analyzed PPG morphological features obtained during laboratory and real-world sessions to evaluate their ability to discriminate between low-vs high-BP individuals. All features presenteddifferent behaviors when comparing laboratory and realworld sessions.Some showed statistically significant differences between subjects with low and high BP, based on the type of session and the hour of the day.This study underlines the differences between laboratory and realworld recordings to estimate BP from PPG.

Computing in cardiologyVol. 51
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Openalex Percentile: Top 79%
Non-Invasive Vital Sign Monitoring
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Arterial Blood Pressure Stratification with Wrist Photoplethysmography: Laboratory vs. Real World — Alessandro Silvani, Lorenzo Chiari, et al. · Computing in cardiology (2024) | TGRS Research Map | TGRS