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Electrocardiography (ECG)

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Showing 26–50 of 117 papers

TitleStatusHype
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
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography—0
Segmentation-based Extraction of Key Components from ECG Images: A Framework for Precise Classification and Digitization—0
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approachCode0
Bilateral Signal Warping for Left Ventricular Hypertrophy Diagnosis—0
Electromechanical Dynamics of the Heart: A Study of Cardiac Hysteresis During Physical Stress Test—0
Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics—0
Flexible framework for generating synthetic electrocardiograms and photoplethysmogramsCode0
Early ECG Warning for Chagas Patients: Implementation of TinyML for Low-Resource Areas in Peru—0
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
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital—0
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
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
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