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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 101148 of 148 papers

TitleStatusHype
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
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
CAST-Phys: Contactless Affective States Through Physiological signals Database0
Classification of Perceived Human Stress using Physiological Signals0
Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals0
Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure0
Contactless pulse rate assessment: Results and insights for application in driving simulator0
Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model0
Covfefe: A Computer Vision Approach For Estimating Force Exertion0
Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning0
Deep Learning Classification of Photoplethysmogram Signal for Hypertension Levels0
Deep Learning Systems for Advanced Driving Assistance0
Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks0
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms0
Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations0
Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning0
Efficient Real-Time Camera Based Estimation of Heart Rate and Its Variability0
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss0
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring0
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation0
Enhancing Performance and User Engagement in Everyday Stress Monitoring: A Context-Aware Active Reinforcement Learning Approach0
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