Cardiovascular

Arrhythmias

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

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Showing 148-168 of 2,489 articles
PlasmidRiskNet: An explainable machine-learning framework for antimicrobial resistance plasmid risk stratification.

BACKGROUND: Plasmids are the principal vehicles of horizontal antimicrobial resistance (AMR) gene tr...

Aug 2026 42597927
Large Language Model-Based Localization of Premature Ventricular Contraction Origins: A Retrospective Diagnostic Accuracy Study.

BACKGROUND: Accurate localization of premature ventricular contraction (PVC) origin from 12-lead ele...

(1)
Aug 2026 42541447
AI-Enabled ECG Mapping to Guide Leadless Atrial Pacemaker Implantation in the Bachmann's Bundle Region.

BACKGROUND: Physiologic atrial pacing at the Bachmann's bundle region may improve biatrial synchrony...

(1)
Jul 2026 42536003
A deep learning framework for multi-lead ECG arrhythmia classification with CAM interpretability and LLM-driven clinical guidance.

Cardiac arrhythmias remain a major cause of morbidity and mortality, requiring accurate and interpre...

(2)
Jul 2026 42537049
Preoperative electrocardiography for predicting cardiovascular events after noncardiac surgery: a secondary analysis of two prospective cohorts.

BACKGROUND: The predictive value of preoperative resting ECGs for cardiovascular events after noncar...

(1)
Jul 2026 42538263
Artificial intelligence shows comparable or improved performance to traditional risk models in predicting atrial fibrillation after cryptogenic stroke.

BACKGROUND AND AIMS: Detecting subclinical atrial fibrillation (AF) and initiating anticoagulation t...

(1)
Jul 2026 42542707
Toward diagnostic precision and context-adaptive therapy in prehospital supraventricular tachycardia.

The recent scoping review by Gamberini et al. provides a comprehensive overview of the prehospital d...

(1)
Jul 2026 42533320
AI-Driven Atrial Fibrillation Management: From Signal to Strategy.

Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia worldwide and is associated...

Jul 2026 42528366
Predictors of atrial fibrillation recurrence after catheter ablation: a systematic review.

BACKGROUND: Recurrence of atrial fibrillation (AF) following catheter ablation is a major clinical p...

(4)
Jul 2026 42530789
Conformal reliability assessment of PPG-based ICU arrhythmia classification under class imbalance and patient heterogeneity.

Deep learning models for photoplethysmography (PPG)-based arrhythmia detection in intensive care are...

(4)
Jul 2026 42532108
Wellens' Sign and Syndrome Detected With the Home Use of a Novel 12-Lead Electrocardiogram.

BACKGROUND: Wellens' sign is a high-risk electrocardiogram (ECG) pattern associated with proximal le...

(1)
Jul 2026 42530203
Stepwise increasing input to machine learning models predicting 30-day AMI or death in emergency department chest-pain patients.

Introduction This study evaluated the performance of neural network (NN) models with stepwise increa...

(1)
Jul 2026 42525590
Risk-Guided Screening for Atrial Fibrillation Using Electronic Health Records.

BACKGROUND: Screening for atrial fibrillation (AF) on the basis of AF risk may be more effective. We...

(1)
Jul 2026 42517218
ECG-Based Artificial Intelligence for Classifying Left Ventricular Dysfunction and Heart Failure With Preserved Ejection Fraction.

BACKGROUND: Left ventricular (LV) dysfunction and heart failure with preserved ejection fraction (HF...

(3)
Jul 2026 42517500
Interpretable Dual-Stream EEG-MRI Fusion Uncovers Structure-Function Signatures of Stroke Motor Recovery.

Motor recovery prediction after stroke is hindered by the inability of single-modality imaging to ca...

Jul 2026 42507557
[Systems saving lives: a systems-based approach to cardiac arrest management].

Out-of-hospital cardiac arrest remains a major public health challenge worldwide, with survival larg...

(1)
Jul 2026 42503165
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