Article

Beat-by-Beat ECG Monitoring from PPG Using Spatio-Temporal Information with WaveNet

2025-11-07

Abstract excerpt

<title>Abstract</title> <p>The synthesis of the Electrocardiogram (ECG) from the Photoplethysmogram (PPG) is a hot research topic in the last decade. Also, PPG can be measured using PPG sensor connected with fingertips or even measured from RGB signals. The successful reconstruction of the ECG waveform from a PPG signal promises to enable continuous, comfortable, and diagnostically rich cardiac monitoring outside...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: ee56650e-c550-5c2e-8ba2-facff98f3db1
DOI: 10.21203/rs.3.rs-8043333/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Beat-by-Beat ECG Monitoring from PPG Using Spatio-Temporal Information with WaveNetDOI 10.21203/rs.3.rs-8043333/v1Read

Monitoring Fetal Heart Rate based on Fine-tuned Transfer Learning and Hybrid ModelsSemantic proximity Read

Monitoring Long-term Cardiac Activity with Contactless Radio Frequency SignalsSemantic proximity Read

Your smartphone could act as a pulse-oximeter and as a single-lead ECGSemantic proximity Read

CardioFM: A Multimodal Foundation Model for Joint ECG and PPG Representation LearningSemantic proximity Read

A Pooling Convolution Model for Multi-classification of ECG and PCG SignalsSemantic proximity Read

Multiclass arrhythmia classification using multimodal smartwatch photoplethysmography signals collected in real-life settingsSemantic proximity Read

Extraction of fetal heart beat sounds in abdominal phonocardiograms using deep attention transformer networkSemantic proximity Read

Automated Detection of Poor-Quality Digital Heart Sound Recordings Using Noise InjectionSemantic proximity Read

High-Reliability Signal Quality Validation for Biosignals Using Sensor Fusion and Software IndicesSemantic proximity Read

Comparing Different Wavelet Transforms on Removing Electrocardiogram Baseline Wanders and Special TrendsSemantic proximity Read

Enhancing ECG Signal Data through Denoising Features with Transformer Generative Adversarial Networks for Model Classification 1D-CNNSemantic proximity Read

A robust continuous wavelet transform (CWT) based for R-peak detection method of ECGSemantic proximity Read