| MDEAW: A Multimodal Dataset for Emotion Analysis through EDA and PPG signals from wireless wearable low-cost off-the-shelf Devices | Jul 14, 2022 | Emotion RecognitionPhotoplethysmography (PPG) | —Unverified | 0 |
| Motion Artifact Reduction In Photoplethysmography For Reliable Signal Selection | Sep 6, 2021 | DenoisingPhotoplethysmography (PPG) | —Unverified | 0 |
| Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation | Oct 14, 2022 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Multimodal Biometric Authentication Using Camera-Based PPG and Fingerprint Fusion | Dec 7, 2024 | Photoplethysmography (PPG) | —Unverified | 0 |
| Multimodal Emotion Recognition by Fusing Video Semantic in MOOC Learning Scenarios | Apr 11, 2024 | Emotion RecognitionLanguage Modelling | —Unverified | 0 |
| Non-Contact Acquisition of PPG Signal using Chest Movement-Modulated Radio Signals | Feb 22, 2024 | Dimensionality ReductionPhotoplethysmography (PPG) | —Unverified | 0 |
| Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks | Oct 14, 2021 | Atrial Fibrillation DetectionElectrocardiography (ECG) | —Unverified | 0 |
| Non-Contact NIR PPG Sensing through Large Sequence Signal Regression | Nov 20, 2023 | Photoplethysmography (PPG)regression | —Unverified | 0 |
| Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring | Mar 23, 2015 | Photoplethysmography (PPG) | —Unverified | 0 |
| Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications | Mar 30, 2020 | Activity RecognitionHeart rate estimation | —Unverified | 0 |
| Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications | Oct 1, 2024 | Photoplethysmography (PPG)Sleep Quality | —Unverified | 0 |
| Performer: A Novel PPG-to-ECG Reconstruction Transformer for a Digital Biomarker of Cardiovascular Disease Detection | Apr 25, 2022 | Electrocardiography (ECG)Photoplethysmography (PPG) | —Unverified | 0 |
| Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge | Sep 23, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Personalized Anomaly Detection in PPG Data using Representation Learning and Biometric Identification | Jul 12, 2023 | Anomaly DetectionPhotoplethysmography (PPG) | —Unverified | 0 |
| Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition | Feb 23, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Personalized Stress Monitoring using Wearable Sensors in Everyday Settings | Jul 31, 2021 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| Photoplethysmography based atrial fibrillation detection: an updated review from July 2019 | Oct 22, 2023 | Atrial Fibrillation DetectionPhotoplethysmography (PPG) | —Unverified | 0 |
| PhysioZoo: The Open Digital Physiological Biomarkers Resource | Sep 7, 2023 | Data VisualizationHeart Rate Variability | —Unverified | 0 |
| PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models | Mar 23, 2023 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| PPG Signals for Hypertension Diagnosis: A Novel Method using Deep Learning Models | Apr 14, 2023 | Deep LearningManagement | —Unverified | 0 |
| PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling | Sep 27, 2023 | Atrial Fibrillation DetectionDiagnostic | —Unverified | 0 |
| Predicting Cardiovascular Disease Risk using Photoplethysmography and Deep Learning | May 9, 2023 | Deep LearningPhotoplethysmography (PPG) | —Unverified | 0 |
| PsyCounAssist: A Full-Cycle AI-Powered Psychological Counseling Assistant System | Apr 23, 2025 | Emotion RecognitionMultimodal Emotion Recognition | —Unverified | 0 |
| Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings | Feb 3, 2025 | Photoplethysmography (PPG) | —Unverified | 0 |
| Reliable Physiological Monitoring on the Wrist Using Generative Deep Learning to Address Poor Skin-Sensor Contact | Apr 3, 2025 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 |
| Quality Assessment of Photoplethysmography Signals For Cardiovascular Biomarkers Monitoring Using Wearable Devices | Jul 17, 2023 | Photoplethysmography (PPG) | —Unverified | 0 |
| Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach | Dec 22, 2022 | Photoplethysmography (PPG) | —Unverified | 0 |
| Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices | Oct 4, 2022 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| Recognising Cardiac Abnormalities in Wearable Device Photoplethysmography (PPG) with Deep Learning | Jul 11, 2018 | Photoplethysmography (PPG)Rhythm | —Unverified | 0 |
| Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches | Feb 27, 2025 | BenchmarkingPhotoplethysmography (PPG) | CodeCode Available | 0 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 |
| Log-Spectral Matching GAN: PPG-based Atrial Fibrillation Detection can be Enhanced by GAN-based Data Augmentation with Integration of Spectral Loss | Aug 11, 2021 | Atrial Fibrillation DetectionData Augmentation | CodeCode Available | 0 |
| Artificial Intelligence-derived Vascular Age from Photoplethysmography: A Novel Digital Biomarker for Cardiovascular Health | Feb 18, 2025 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| Modeling arterial pulse waves in healthy aging: a database for in silico evaluation of hemodynamics and pulse wave indexes | Oct 24, 2019 | Photoplethysmography (PPG)Pulse wave simulation | CodeCode Available | 0 |
| Contrastive Self-Supervised Learning Based Approach for Patient Similarity: A Case Study on Atrial Fibrillation Detection from PPG Signal | Jul 22, 2023 | Atrial Fibrillation DetectionContrastive Learning | CodeCode Available | 0 |
| Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks | May 12, 2017 | Blood pressure estimationElectrocardiography (ECG) | CodeCode Available | 0 |
| SRMAC -- Smoothed Recursive Moving Average Crossover for Real-Time Systolic Peak Detection in Photoplethysmography | Dec 15, 2023 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| Flexible framework for generating synthetic electrocardiograms and photoplethysmograms | Aug 29, 2024 | Data AugmentationElectrocardiography (ECG) | CodeCode Available | 0 |
| ApSense: Data-driven Algorithm in PPG-based Sleep Apnea Sensing | Jun 19, 2023 | Photoplethysmography (PPG)Specificity | CodeCode Available | 0 |
| RespDiff: An End-to-End Multi-scale RNN Diffusion Model for Respiratory Waveform Estimation from PPG Signals | Oct 6, 2024 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| Robust Heart Rate Detection via Multi-Site Photoplethysmography | Dec 23, 2024 | Photoplethysmography (PPG)Sensor Fusion | CodeCode Available | 0 |
| Stress Detection from Photoplethysmography in a Virtual Reality Environment | Sep 25, 2024 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine Learning | Jul 31, 2024 | Disease PredictionPhotoplethysmography (PPG) | CodeCode Available | 0 |
| Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable | Jun 25, 2018 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| Fingertip Video Dataset for Non-Invasive Diagnosis of Anemia Using ResNet-18 Classifier | May 8, 2024 | CBC TESTfeature selection | CodeCode Available | 0 |
| Deep Imbalanced Regression to Estimate Vascular Age from PPG Data: a Novel Digital Biomarker for Cardiovascular Health | Jun 21, 2024 | Deep imbalanced regressionPhotoplethysmography (PPG) | CodeCode Available | 0 |
| INN-PAR: Invertible Neural Network for PPG to ABP Reconstruction | Sep 13, 2024 | Photoplethysmography (PPG) | CodeCode Available | 0 |
| HeartBEAT: Heart Beat Estimation through Adaptive Tracking | Oct 19, 2018 | Photoplethysmography (PPG) | CodeCode Available | 0 |