Cardiovascular

Arrhythmias

Latest AI and machine learning research in arrhythmias for healthcare professionals.

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Showing 337-357 of 2,489 articles
Machine learning-based prediction of diabetic retinopathy using clinlabomics: a multi-center study.

BACKGROUND: Diabetic retinopathy (DR) is a leading cause of vision loss, yet conventional retinal sc...

May 2026 42116016
EJHF expert consensus statement on the diagnosis and management of hypertrophic cardiomyopathy.

Hypertrophic cardiomyopathy (HCM) is the most prevalent genetic cardiac disease and a leading cause ...

May 2026 41771101
Stacking Deep Neural Networks to Detect Multiple Types of Cardiac Arrhythmias.

Heart arrhythmias are associated with serious cardiovascular diseases and can result in fatal outcom...

May 2026 42113654
Artificial Intelligence-Enhanced Electrocardiography and Health Records to Predict Cardiac Arrest.

BACKGROUND: Out-of-hospital cardiac arrest (OHCA) is a public health burden with the majority occurr...

May 2026 42114451
Minority class-aware multiclass arrhythmia detection using conditional GAN augmentation.

The detection of cardiac arrhythmias from electrocardiogram (ECG) signals is essential for preventin...

May 2026 42115724
Atrial repolarization wave: a new approach using spline-based feature engineering and explainable AI for atrial arrhythmia diagnosis.

OBJECTIVES: The atrial repolarization (Ta wave) characteristics remains largely unexplored, given it...

May 2026 42105368
Multi-modal federated learning with differential privacy for privacy-preserving healthcare AI.

The growing adoption of artificial intelligence in healthcare highlights the need for models that ca...

May 2026 42106485
Clinician engagement shapes the impact of AI-based ECG screening for chronic liver disease in primary care.

Artificial intelligence (AI)-based screening tools show promise for early identification of chronic ...

May 2026 42106573
Predicting atrial fibrillation recurrence after radiofrequency ablation using the AIFV system: a prospective observational study.

BACKGROUND: Pulmonary vein isolation (PVI) has become the cornerstone of atrial fibrillation (AF) tr...

May 2026 42106612
Novel machine learning fusion architectures integrating electrocardiogram representations: applications to acute coronary event detection.

AIMS: AI in electrocardiography (ECG) has diverged into two paths: traditional signal processing wit...

May 2026 42169732
Artificial Intelligence Electrocardiogram and Left Ventricular Systolic Dysfunction in Kenya.

IMPORTANCE: Early detection of risk of heart failure with reduced ejection fraction remains challeng...

May 2026 42090146
Machine learning-based information flow analysis of ECG signals for long QT syndrome.

Cardiovascular diseases remain the leading cause of death worldwide, highlighting the need for non-i...

May 2026 42091071
Evaluating AI-Enabled Technologies for Atrial Fibrillation Detection: A Systematic Review of Diagnostic Performance.

BACKGROUND: Atrial fibrillation (AF) is the most common sustained arrhythmia worldwide and a major c...

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May 2026 42082350
Getting ahead of sudden cardiac arrest in pediatric hypertrophic cardiomyopathy patients.

INTRODUCTION: Sudden cardiac arrest (SCA) remains one of the most devastating complications of pedia...

(1)
May 2026 42077049
A large-scale 12-lead electrocardiogram dataset for acute coronary syndrome prediction containing 19,955 ECGs.

Acute coronary syndrome(ACS) is a common cardiovascular disease and a severe type of coronary heart ...

May 2026 42082497
Federated learning-enabled privacy-preserving framework for seizure forecasting and affective state analysis using multi-modal EEG-ECG data.

Seizure forecasting and affective state analysis using EEG-ECG data play a pivotal role in advancing...

May 2026 42069762
The Year in Electrophysiology: Selected Highlights From 2025.

This special article represents the eighth installment in an annual Journal of Cardiothoracic and Va...

(3)
May 2026 42215395
Extending Multiscale Characterization of Heart Rate Variability via Deep Learning for Mortality Risk Prediction.

OBJECTIVE: To improve mortality risk prediction from heart rate variability (HRV) signals by capturi...

May 2026 41004366
Stabilizing Extreme Few-Shot ECG Classification via Self-Supervised Contrastive Pretraining.

In clinical electrocardiogram (ECG) analysis, high-quality annotations are expensive and difficult t...

May 2026 41968502
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