Related Experiment Video
Updated: Aug 6, 2026

BrainBeats as an Open-Source EEGLAB Plugin to Jointly Analyze EEG and Cardiovascular Signals
Published on: April 26, 2024
Photoplethysmography for Heart Rate and Rhythm Monitoring: Current Evidence and Clinical Applications
Michiel De Wever1, Anirudh Nandan2, Emma Svennberg3
1Department of Cardio and Organ Systems, University Hasselt, Hasselt, Belgium; Department of Cardiovascular Sciences, University Hospital Leuven, Leuven, Belgium; Department of Cardiology, Ziekenhuis Oost-Limburg, Genk, Belgium.
Photoplethysmography (PPG) offers a scalable, noninvasive method for cardiovascular monitoring, detecting heart rate and atrial fibrillation. While accurate, PPG requires further standardization for widespread clinical adoption alongside electrocardiography (ECG).
Area of Science:
- Cardiovascular Physiology
- Biomedical Engineering
- Optical Sensing
Background:
- Photoplethysmography (PPG) is a noninvasive optical technique for assessing cardiovascular physiology.
- PPG is integrated into consumer wearables for continuous monitoring of heart rate and rhythm.
- Electrocardiography (ECG) is the gold standard for arrhythmia diagnosis, but PPG presents a scalable alternative.
Purpose of the Study:
- To evaluate the efficacy of PPG in cardiovascular monitoring and arrhythmia detection.
- To compare PPG performance with ECG for heart rate and rhythm assessment.
- To explore the clinical utility and future potential of PPG in patient-centered cardiovascular care.
Main Methods:
- Analysis of PPG signal components (pulsatile and baseline) reflecting arterial blood flow and static tissues.
- Correlation of PPG-derived metrics with ECG-derived heart rate and heart rate variability.
- Assessment of PPG accuracy for heart rate measurement and atrial fibrillation detection, considering factors like motion artifacts and skin tone.
Main Results:
- PPG accurately measures heart rate and shows high sensitivity and specificity for detecting atrial fibrillation.
- PPG performance can be influenced by motion artifacts, skin tone, and signal amplitude at high heart rates.
- ECG confirmation is still necessary for definitive arrhythmia diagnosis due to PPG limitations.
Conclusions:
- PPG is a valuable adjunct to ECG for cardiovascular monitoring, screening, and remote patient care.
- Further standardization and validation protocols are needed for broader clinical adoption of PPG.
- Future developments in PPG include enhanced arrhythmia detection, machine learning integration, and contactless monitoring.
Related Concept Videos
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac muscle...
Dysrhythmias V: Evaluating Dysrhythmias
Electrocardiogram
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and the T...
ECG Interpretation of Rhythms
Components of the Electrocardiogram
The primary components of a normal ECG waveform in Normal sinus rhythm(NSR) include the P wave, PR interval, QRS complex, ST segment, T wave, and occasionally a U wave.
ECG waveforms are divided by vertical and horizontal lines at standard intervals.
The horizontal axis measures time and rate, and the vertical axis measures amplitude or voltage. When...
Holter Monitor: 24-Hour Monitoring
Pulse
The pulse serves as a clinical indicator...

