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Electrocardiography (ECG)

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Showing 1–25 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
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG SignalsCode1
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