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Electrocardiography (ECG)

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Showing 26–50 of 117 papers

TitleStatusHype
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG SignalsCode1
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of ElectrocardiogramCode2
Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review—0
MELEP: A Novel Predictive Measure of Transferability in Multi-Label ECG DiagnosisCode0
PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling—0
ECGNet: A generative adversarial network (GAN) approach to the synthesis of 12-lead ECG signals from single lead inputs—0
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG TranslationCode1
Comparison of HRV Indices of ECG and BCG Signals—0
Automated Identication of Atrial Fibrillation from Single-lead ECGs Using Multi-branching ResNet—0
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study—0
Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing—0
Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning—0
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata—0
OpenDriver: An Open-Road Driver State Detection DatasetCode0
Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines—0
Towards Domain Generalization for ECG and EEG Classification: Algorithms and BenchmarksCode1
Sleep Model -- A Sequence Model for Predicting the Next Sleep Stage—0
Measurement of Individual Alteration in Perioperative ECGs During Elective Percutaneous Coronary Intervention—0
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?—0
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral EnhancementCode0
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review—0
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks—0
HKF: Hierarchical Kalman Filtering with Online Learned Evolution Priors for Adaptive ECG DenoisingCode0
Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals—0
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