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Electrocardiography (ECG)

Papers

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Showing 76–100 of 117 papers

TitleStatusHype
Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing—0
Support vector machine based arrhythmia classification using reduced features—0
Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs—0
Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector—0
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?—0
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing—0
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models—0
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms—0
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex—0
Implementation of Neural Network and feature extraction to classify ECG signals—0
Inter-Patient ECG Heartbeat Classification with Temporal VCG Optimized by PSO—0
Interpretability Analysis of Heartbeat Classification Based on Heartbeat Activity’s Global Sequence Features and BiLSTM-Attention Neural Network—0
Interpretable ECG classification via a query-based latent space traversal (qLST)—0
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography—0
Measurement of Individual Alteration in Perioperative ECGs During Elective Percutaneous Coronary Intervention—0
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines—0
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata—0
Flexible framework for generating synthetic electrocardiograms and photoplethysmogramsCode0
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiersCode0
HKF: Hierarchical Kalman Filtering with Online Learned Evolution Priors for Adaptive ECG DenoisingCode0
Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECGCode0
An Open-source Toolbox for Analysing and Processing PhysioNet Databases in MATLAB and OctaveCode0
OpenDriver: An Open-Road Driver State Detection DatasetCode0
Deep Learning for ECG ClassificationCode0
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