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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

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Showing 1–10 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
Domain Knowledge Integrated CNN-xLSTM-xAtt Network with Multi Stream Feature Fusion for Cuffless Blood Pressure Estimation from Photoplethysmography SignalsCode1
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking StudyCode1
WildPPG: A Real-World PPG Dataset of Long Continuous RecordingsCode1
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a SmartwatchCode1
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological SignalsCode1
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG SignalsCode1
A Review of Deep Learning Methods for Photoplethysmography DataCode1
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