SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 148 papers

TitleStatusHype
PaPaGei: Open Foundation Models for Optical Physiological SignalsCode2
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
pyVHR: a Python framework for remote photoplethysmographyCode2
An Open Framework for Remote-PPG Methods and their AssessmentCode1
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a SmartwatchCode1
Sparse learned kernels for interpretable and efficient medical time series processingCode1
A Review of Deep Learning Methods for Photoplethysmography DataCode1
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG SignalsCode1
BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography DataCode1
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation DetectionCode1
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking StudyCode1
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection using Eight Million Samples Labeled with Imprecise Arrhythmia AlarmsCode1
Facial Video-based Remote Physiological Measurement via Self-supervised LearningCode1
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable DevicesCode1
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram SignalsCode1
Motion Matters: Neural Motion Transfer for Better Camera Physiological MeasurementCode1
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG TranslationCode1
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological SignalsCode1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using WearablesCode1
Domain Knowledge Integrated CNN-xLSTM-xAtt Network with Multi Stream Feature Fusion for Cuffless Blood Pressure Estimation from Photoplethysmography SignalsCode1
WildPPG: A Real-World PPG Dataset of Long Continuous RecordingsCode1
ALPHA: AnomaLous Physiological Health Assessment Using Large Language ModelsCode1
Classification of Perceived Human Stress using Physiological Signals—0
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks—0
Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors—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—0
Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks—0
CAST-Phys: Contactless Affective States Through Physiological signals Database—0
Camera PPG waveforms at the forehead—0
An Embedded Auto-Calibrated Offset Current Compensation Technique for PPG/fNIRS System—0
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement—0
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network—0
An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database—0
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals—0
Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG—0
Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning—0
A Sparse Sampling Sensor Front-end IC for Low Power Continuous SpO_2 \& HR Monitoring—0
Analysis of CNN-based remote-PPG to understand limitations and sensitivities—0
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms—0
Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks—0
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables—0
Deep Learning Systems for Advanced Driving Assistance—0
Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations—0
Deep Learning Classification of Photoplethysmogram Signal for Hypertension Levels—0
An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN—0
Efficient Real-Time Camera Based Estimation of Heart Rate and Its Variability—0
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss—0
Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring—0
Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks—0
Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning—0
Show:102550
← PrevPage 1 of 3Next →

No leaderboard results yet.