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Photoplethysmography (PPG)

Photoplethysmography (PPG) is a non-invasive light-based method that has been used since the 1930s for monitoring cardiovascular activity.

Source: Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring

Papers

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Showing 126–148 of 148 papers

TitleStatusHype
Quality Assessment of Photoplethysmography Signals For Cardiovascular Biomarkers Monitoring Using Wearable Devices—0
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach—0
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices—0
Recognising Cardiac Abnormalities in Wearable Device Photoplethysmography (PPG) with Deep Learning—0
Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approachesCode0
Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time SeriesCode0
Log-Spectral Matching GAN: PPG-based Atrial Fibrillation Detection can be Enhanced by GAN-based Data Augmentation with Integration of Spectral LossCode0
Artificial Intelligence-derived Vascular Age from Photoplethysmography: A Novel Digital Biomarker for Cardiovascular HealthCode0
Modeling arterial pulse waves in healthy aging: a database for in silico evaluation of hemodynamics and pulse wave indexesCode0
Contrastive Self-Supervised Learning Based Approach for Patient Similarity: A Case Study on Atrial Fibrillation Detection from PPG SignalCode0
Long-term Blood Pressure Prediction with Deep Recurrent Neural NetworksCode0
SRMAC -- Smoothed Recursive Moving Average Crossover for Real-Time Systolic Peak Detection in PhotoplethysmographyCode0
Flexible framework for generating synthetic electrocardiograms and photoplethysmogramsCode0
ApSense: Data-driven Algorithm in PPG-based Sleep Apnea SensingCode0
RespDiff: An End-to-End Multi-scale RNN Diffusion Model for Respiratory Waveform Estimation from PPG SignalsCode0
Robust Heart Rate Detection via Multi-Site PhotoplethysmographyCode0
Stress Detection from Photoplethysmography in a Virtual Reality EnvironmentCode0
SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine LearningCode0
Online Heart Rate Prediction using Acceleration from a Wrist Worn WearableCode0
Fingertip Video Dataset for Non-Invasive Diagnosis of Anemia Using ResNet-18 ClassifierCode0
Deep Imbalanced Regression to Estimate Vascular Age from PPG Data: a Novel Digital Biomarker for Cardiovascular HealthCode0
INN-PAR: Invertible Neural Network for PPG to ABP ReconstructionCode0
HeartBEAT: Heart Beat Estimation through Adaptive TrackingCode0
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