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Electrocardiography (ECG)

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Showing 1–50 of 117 papers

TitleStatusHype
Diffusion-Based Electrocardiography Noise Quantification via Anomaly DetectionCode1
Cross-Learning Between ECG and PCG: Exploring Common and Exclusive Characteristics of Bimodal Electromechanical Cardiac Waveforms—0
Q-Heart: ECG Question Answering via Knowledge-Informed Multimodal LLMs—0
Advancing Remote and Continuous Cardiovascular Patient Monitoring through a Novel and Resource-efficient IoT-Driven Framework—0
Mitigating Adversarial Attacks on ECG Classification in Federated Learning via Adversarial TrainingCode0
ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification—0
Are ECGs enough? Deep learning classification of cardiac anomalies using only electrocardiogramsCode0
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation—0
MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series ClassificationCode1
Segmentation-based Extraction of Key Components from ECG Images: A Framework for Precise Classification and Digitization—0
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography—0
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approachCode0
Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study AI for ECG to CMR Translation StudyCode1
Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis—0
Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test—0
Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive ArchitectureCode1
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics—0
Flexible framework for generating synthetic electrocardiograms and photoplethysmogramsCode0
Interpretable Pre-Trained Transformers for Heart Time-Series DataCode2
Early ECG Warning for Chagas Patients: Implementation of TinyML for Low-Resource Areas in Peru—0
CE-SSL: Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases DetectionCode1
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series ClassificationCode2
Uncertainty-Aware PPG-2-ECG for Enhanced Cardiovascular Diagnosis using Diffusion Models—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing—0
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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