ArticleDiseases (Basel, Switzerland)2018
Toward Generating More Diagnostic Features from Photoplethysmogram Waveforms.
Article in Diseases (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed, 102 citations in OpenAlex.
- The role of dataset integrity, calibration and signal quality in neural network-based blood pressure estimation.Scientific reports · 2026Article
- Mathematical Modeling of Photoplethysmography: Model Assessment and Validation.Cardiovascular engineering and technology · 2026Article
- Photoplethysmography acceleration indices as digital biomarkers of cardiometabolic health.Frontiers in digital health · 2026Article
- Optical methods for cuffless blood pressure measurements.Biophotonics discovery · 2026Review
- A Study on Evaluating Cardiovascular Diseases Using PPG Signals.Bioengineering (Basel, Switzerland) · 2025Article
- Speckle contrast optical spectroscopy for cuffless blood pressure estimation based on microvascular blood flow and volume oscillations.Biomedical optics express · 2025Article
- Structure function in photoplethysmographic signal dynamics for physiological assessment.Scientific reports · 2025Article
- Fast Near-Infrared Organic Photodetectors with Enhanced Detectivity by Molecular Engineering of Acceptor Materials.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Remote Monitoring of Sympathovagal Imbalance During Sleep and Its Implications in Cardiovascular Risk Assessment: A Systematic Review.Bioengineering (Basel, Switzerland) · 2024Article
- Photoplethysmography Features Correlated with Blood Pressure Changes.Diagnostics (Basel, Switzerland) · 2024Review
- The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography.Scientific reports · 2023Article
- Novel Multi-Parametric Sensor System for Comprehensive Multi-Wavelength Photoplethysmography Characterization.Sensors (Basel, Switzerland) · 2023Article
- Non-invasive arterial blood pressure measurement and SpOBMC medical informatics and decision making · 2023Article
- Heartbeat detector from ECG and PPG signals based on wavelet transform and upper envelopes.Physical and engineering sciences in medicine · 2023Article
- PPG2ECGps: An End-to-End Subject-Specific Deep Neural Network Model for Electrocardiogram Reconstruction from Photoplethysmography Signals without Pulse Arrival Time Adjustments.Bioengineering (Basel, Switzerland) · 2023Article
- Simultaneous photoplethysmography and blood flow measurements towards the estimation of blood pressure using speckle contrast optical spectroscopy.Biomedical optics express · 2023Article
- Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure.Scientific reports · 2023Article
- Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning.PloS one · 2023Article
- Machine learning approaches for cardiovascular hypertension stage estimation using photoplethysmography and clinical features.Frontiers in cardiovascular medicine · 2023Article
- PPGFeat: a novel MATLAB toolbox for extracting PPG fiducial points.Frontiers in bioengineering and biotechnology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Photoplethysmogram (PPG) signals collected using a pulse oximeter are increasingly being used for screening and diagnosis purposes. Because of the non-invasive, cost-effective, and easy-to-use nature of the pulse oximeter, clinicians and biomedical engineers are investigating how PPG signals can help in the management of many medical conditions, especially for global health application. The study of PPG signal analysis is relatively new compared to research in electrocardiogram signals, for instance; however, we anticipate that in the near future blood pressure, cardiac output, and other clinical parameters will be measured from wearable devices that collect PPG signals, based on the signal's vast potential. This article attempts to organize and standardize the names of PPG waveforms to ensure consistent terminologies, thereby helping the rapid developments in this research area, decreasing the disconnect within and among different disciplines, and increasing the number of features generated from PPG waveforms.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.