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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

Showing 51100 of 148 papers

TitleStatusHype
Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication0
Improvements in Remote Cardiopulmonary Measurement Using a Five Band Digital Camera0
Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging0
Joint Attention Mechanism Learning to Facilitate Opto-physiological Monitoring during Physical Activity0
Large-scale Training of Foundation Models for Wearable Biosignals0
LSTM knowledge transfer for HRV-based sleep staging0
Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features0
You can monitor your hydration level using your smartphone camera0
A Deep Learning Approach to Predict Blood Pressure from PPG Signals0
Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology0
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals0
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors0
Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning0
A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors0
An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN0
Analysis of CNN-based remote-PPG to understand limitations and sensitivities0
An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database0
An Embedded Auto-Calibrated Offset Current Compensation Technique for PPG/fNIRS System0
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks0
A Novel 1D Generative Adversarial Network-based Framework for Atrial Fibrillation Detection using Restored Wrist Photoplethysmography Signals0
A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor0
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables0
A Sparse Sampling Sensor Front-end IC for Low Power Continuous SpO_2 \& HR Monitoring0
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network0
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement0
Camera PPG waveforms at the forehead0
Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load0
Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks0
Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training0
RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation0
Signal Quality Assessment of Photoplethysmogram Signals using Quantum Pattern Recognition and lightweight CNN Architecture0
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography0
Stress Assessment with Convolutional Neural Network Using PPG Signals0
SympCam: Remote Optical Measurement of Sympathetic Arousal0
TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data0
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing0
Tri-Spectral PPG: Robust Reflective Photoplethysmography by Fusing Multiple Wavelengths for Cardiac Monitoring0
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models0
Unexpected sawtooth artifact in beat-to-beat pulse transit time measured from patient monitor data0
User Authentication and Vital Signs Extraction from Low-Frame-Rate and Monochrome No-contact Fingerprint Captures0
Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model0
Variability of morphology in beat-to-beat photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment0
Video-based sympathetic arousal assessment via peripheral blood flow estimation0
Visual Saliency Detection in Advanced Driver Assistance Systems0
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation0
Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks0
Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers0
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography0
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