| Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication | Jul 10, 2022 | Photoplethysmography (PPG)POS | —Unverified | 0 |
| Improvements in Remote Cardiopulmonary Measurement Using a Five Band Digital Camera | May 14, 2014 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging | Dec 21, 2018 | ClusteringMental Stress Detection | —Unverified | 0 |
| Joint Attention Mechanism Learning to Facilitate Opto-physiological Monitoring during Physical Activity | Feb 13, 2025 | Generative Adversarial NetworkPhotoplethysmography (PPG) | —Unverified | 0 |
| Large-scale Training of Foundation Models for Wearable Biosignals | Dec 8, 2023 | Photoplethysmography (PPG)Self-Supervised Learning | —Unverified | 0 |
| LSTM knowledge transfer for HRV-based sleep staging | Sep 12, 2018 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features | Aug 2, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| You can monitor your hydration level using your smartphone camera | Feb 12, 2024 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| A Deep Learning Approach to Predict Blood Pressure from PPG Signals | Jul 30, 2021 | Photoplethysmography (PPG) | —Unverified | 0 |
| Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG | Jan 7, 2023 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology | Dec 20, 2023 | Binary ClassificationData Augmentation | —Unverified | 0 |
| A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals | Aug 7, 2023 | Photoplethysmography (PPG)Sleep Quality | —Unverified | 0 |
| Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors | Mar 22, 2021 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning | May 23, 2023 | Photoplethysmography (PPG)Transfer Learning | —Unverified | 0 |
| A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors | Jun 22, 2022 | ClassificationEEG | —Unverified | 0 |
| An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN | Jun 22, 2021 | Generative Adversarial NetworkHeart Rate Variability | —Unverified | 0 |
| Analysis of CNN-based remote-PPG to understand limitations and sensitivities | Nov 7, 2019 | Photoplethysmography (PPG) | —Unverified | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 |
| An Embedded Auto-Calibrated Offset Current Compensation Technique for PPG/fNIRS System | Jul 14, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks | May 3, 2021 | Photoplethysmography (PPG)Respiratory Rate Estimation | —Unverified | 0 |
| A Novel 1D Generative Adversarial Network-based Framework for Atrial Fibrillation Detection using Restored Wrist Photoplethysmography Signals | Nov 13, 2023 | Atrial Fibrillation DetectionGenerative Adversarial Network | —Unverified | 0 |
| A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor | Dec 23, 2015 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables | Jul 7, 2023 | DenoisingHeart rate estimation | —Unverified | 0 |
| A Sparse Sampling Sensor Front-end IC for Low Power Continuous SpO_2 \& HR Monitoring | Aug 13, 2022 | Photoplethysmography (PPG) | —Unverified | 0 |
| Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network | Aug 4, 2019 | Blood pressure estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement | Jul 11, 2024 | Contrastive LearningPhotoplethysmography (PPG) | —Unverified | 0 |
| Camera PPG waveforms at the forehead | Jun 16, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load | Feb 7, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks | Jul 27, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training | Oct 23, 2023 | Contrastive LearningHeart rate estimation | —Unverified | 0 |
| RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation | Aug 18, 2022 | Feature EngineeringPhotoplethysmography (PPG) | —Unverified | 0 |
| Signal Quality Assessment of Photoplethysmogram Signals using Quantum Pattern Recognition and lightweight CNN Architecture | Feb 1, 2022 | Photoplethysmography (PPG)Specificity | —Unverified | 0 |
| SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography | Feb 11, 2022 | ManagementPhotoplethysmography (PPG) | —Unverified | 0 |
| Stress Assessment with Convolutional Neural Network Using PPG Signals | Oct 16, 2024 | Photoplethysmography (PPG) | —Unverified | 0 |
| SympCam: Remote Optical Measurement of Sympathetic Arousal | Oct 27, 2024 | Photoplethysmography (PPG) | —Unverified | 0 |
| TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection | Mar 13, 2025 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data | Jan 23, 2024 | Binary ClassificationPhotoplethysmography (PPG) | —Unverified | 0 |
| TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing | Apr 15, 2024 | Blood pressure estimationElectrocardiography (ECG) | —Unverified | 0 |
| Tri-Spectral PPG: Robust Reflective Photoplethysmography by Fusing Multiple Wavelengths for Cardiac Monitoring | Dec 23, 2024 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models | May 19, 2024 | Electrocardiography (ECG)Photoplethysmography (PPG) | —Unverified | 0 |
| Unexpected sawtooth artifact in beat-to-beat pulse transit time measured from patient monitor data | Aug 27, 2018 | Photoplethysmography (PPG) | —Unverified | 0 |
| User Authentication and Vital Signs Extraction from Low-Frame-Rate and Monochrome No-contact Fingerprint Captures | Dec 10, 2024 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model | Jul 3, 2024 | Photoplethysmography (PPG)Time Series Classification | —Unverified | 0 |
| Variability of morphology in beat-to-beat photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment | Dec 30, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Video-based sympathetic arousal assessment via peripheral blood flow estimation | Nov 12, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Visual Saliency Detection in Advanced Driver Assistance Systems | Jul 26, 2023 | Photoplethysmography (PPG)Saliency Detection | —Unverified | 0 |
| Wearable Accelerometer Foundation Models for Health via Knowledge Distillation | Dec 15, 2024 | Activity Recognitioncross-modal alignment | —Unverified | 0 |
| Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks | May 16, 2025 | Photoplethysmography (PPG)Uncertainty Quantification | —Unverified | 0 |
| Machine learning for triage of strokes with large vessel occlusion using photoplethysmography biomarkers | Mar 9, 2025 | Binary ClassificationPhotoplethysmography (PPG) | —Unverified | 0 |
| Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography | Dec 20, 2024 | EEGElectrocardiography (ECG) | —Unverified | 0 |