Cardiovascular

Arrhythmias

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

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Showing 442-462 of 2,489 articles
Bridging Population Patterns and Individual Prediction: Framework for Prospective Multimorbidity Study.

BACKGROUND: Multimorbidity has become a major global public health challenge. However, existing rese...

(1)
Mar 2026 41806366
Counted Fingerprint-Enhanced Graph Neural Network Models Enable Accurate Screening of hERG Blockers from Diverse Categories of Chemicals.

Chemical-induced blockade of the human ether-a-go-go-related gene (hERG) K+ channels may lead to fat...

Mar 2026 41797446
Prediction of Heart Failure With Reduced Ejection Fraction With Artificial Intelligence Electrocardiography in Patients With Atrial Fibrillation.

OBJECTIVE: To determine whether a low ejection fraction artificial intelligence electrocardiogram (A...

Mar 2026 41939527
Accuracy of GPT-5 and GPT-4o in diagnosing STEMI from 12-Lead ECGs: A comparative study with cardiologists and emergency physicians.

BACKGROUND: ST-segment elevation myocardial infarction (STEMI) requires rapid, accurate electrocardi...

Mar 2026 41797077
Deep Learning-Based ROSC Prediction and ECG Phenotyping in Out-of-Hospital Cardiac Arrest.

INTRODUCTION: Electrocardiogram (ECG) signals during cardiac arrest contain detailed information on ...

Mar 2026 41794117
NeuroCardioSense (NCS): A Time-Aware Fuzzy Decision Framework for Multi-Lead ECG Classification and Arrhythmia Detection.

Accurate classification of electrocardiogram (ECG) signals is essential for automated arrhythmia det...

Mar 2026 41785513
3D ECG: a new simplified view.

BACKGROUND: The standard 12‑lead electrocardiogram (ECG) represents cardiac electrical activity thro...

(1)
Mar 2026 41806789
EFFNet: Efficient feature fusion network for left ventricular hypertrophy identification based on 12-lead electrocardiogram signals.

BACKGROUND: Left ventricular hypertrophy (LVH) is a common cardiovascular disorder, yet its detectio...

Mar 2026 41791632
Artificial Intelligence-Enabled Electrocardiographic Detection of Severe Aortic Stenosis Leading to Transcatheter Aortic Valve Replacement.

BACKGROUND: EchoNext is an artificial intelligence (artificial intelligence)-enabled electrocardiogr...

Mar 2026 41778935
Deep learning-enabled ECG system for detecting left ventricular hypertrophy and predicting cardiovascular prognoses.

Left ventricular hypertrophy (LVH) is a common condition with a prevalence of 15%-20% in general pop...

Mar 2026 41781965
Validation of AI-enhanced ECG image analysis for identifying extreme cardiac magnetic resonance metrics in a cross-ethnic UK biobank study.

Artificial intelligence enhanced electrocardiography (AI-ECG) has shown promise in detecting cardiac...

Mar 2026 41776266
Towards seamless myocardial infarction and cardiac rhythm detection: a deep learning approach with automated paper-electrocardiogram digitisation.

PURPOSE: In India, myocardial infarction (MI) is a significant cause of mortality related to cardiov...

Mar 2026 42152834
Multimodal Wearable Sensor-Based Stress Detection: Machine Learning Pipeline with Systematic Feature Selection and Key Biomarker Insights.

The increasing awareness of stress-related health impacts has driven demand for accurate, non-invasi...

Mar 2026 41774937
Toward robust automated cardiovascular arrhythmia detection using self-supervised learning and 1-dimensional vision transformers.

Cardiovascular diseases are the leading cause of death worldwide. With electrocardiogram (ECG) machi...

Mar 2026 41775878
BioFPT: Biosignal Feature Pyramid Transformer for self-supervised representation learning from ECGsignals.

Electrocardiogram (ECG) analysis represents a promising field for deep learning applications in clin...

(1)
Mar 2026 41770962
Hybrid Residual Neural Network for Obstructive Sleep Apnea Detection Using ECG Scalogram.

The electrocardiogram (ECG) has emerged as a viable alternative to polysomnography (PSG) for the det...

(1)
Mar 2026 40779387
Quantitative Histological Insights Into Sudden Arrhythmic Death Syndrome: Findings From a Forensic Autopsy Cohort.

Sudden arrhythmic death syndrome (SADS) is a major cause of sudden cardiac death in young individual...

(1)
Mar 2026 41747709
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