Cardiovascular

Arrhythmias

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

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Showing 673-693 of 2,489 articles
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning.

Deep learning-based electrocardiogram (ECG) classification has shown impressive performance but clin...

May 2025 40395940
Unsupervised Clustering of Patients Undergoing Thoracoscopic Ablation Identifies Relevant Phenotypes for Advanced Atrial Fibrillation.

: The rate of recurrence after ablation for atrial fibrillation (AF) is considerable. Risk stratific...

May 2025 40428262
Robust performances of a nocturnal long-term ECG algorithm for the evaluation of sleep apnea syndrome: A pilot study.

Obstructive sleep apnea-hypopnea syndrome (OSAHS) is one of the most common sleep disorders affectin...

(1)
May 2025 40378128
A new particle swarm optimization-enhanced deep neural network for automatic ECG arrhythmias classification.

This study proposes an ECG classification system using particle swarm optimization (PSO) for automat...

May 2025 40338723
Enhancing ECG Classification in Cardiac Diagnostics: A Novel Approach Using Adaptive Focal Cross-Entropy Loss Function.

Heart disease is the leading cause of mortality globally. Electrocardiograms (ECGs) are standard ins...

(3)
May 2025 40333100
Role of Mobile Health and Wearable Devices in Cardiovascular Disease Prevention: A Comprehensive Review.

Cardiovascular disease (CVD) is a leading cause of death worldwide. A key area of interest in CVD pr...

May 2025 40486456
Machine learning models for predicting survival in lung cancer patients undergoing microwave ablation.

OBJECTIVE: To develop and validate predictive models assessing survival outcomes in patients with no...

May 2025 40400639
A Review on Intelligent Systems for ECG Analysis: From Flexible Sensing Technology to Machine Learning.

This paper conducts an extensive review of flexible cardiac sensing devices designed for electrocard...

(1)
May 2025 40030493
TCGAN: Temporal Convolutional Generative Adversarial Network for Fetal ECG Extraction Using Single-Channel Abdominal ECG.

Noninvasive fetal ECG (FECG) monitoring holds significant importance in ensuring the normal developm...

(2)
May 2025 40030784
Integrating anatomy and electrophysiology in the healthy human heart: Insights from biventricular statistical shape analysis using universal coordinates.

A cardiac digital twin is a virtual replica of a patient-specific heart, mimicking its anatomy and p...

May 2025 40324309
Multi-objective optimization framework to plan laser ablation procedure for prostate tumors through a genetic algorithm.

BACKGROUND AND OBJECTIVES: Prostate cancer is the most common form of cancer in the male population....

(1)
May 2025 40344998
Balancing privacy and health integrity: A novel framework for ECG signal analysis in immersive environments.

The widespread use of immersive technologies such as Virtual Reality, Mixed Reality, and Augmented R...

May 2025 40315720
FADE: Forecasting for anomaly detection on ECG.

BACKGROUND AND OBJECTIVE: Cardiovascular diseases, a leading cause of noncommunicable disease-relate...

(1)
Apr 2025 40300434
Machine-learning guided differentiation between photoplethysmography waveforms of supraventricular and ventricular origin.

BACKGROUND: It is unclear, whether photoplethysmography (PPG) waveforms from wearable devices can di...

(1)
Apr 2025 40294456
AI analysis for ejection fraction estimation from 12-lead ECG.

Heart failure (HF) remains a leading global cause of cardiovascular deaths, with its prevalence expe...

(1)
Apr 2025 40251349
Clinical-level screening of sleep apnea syndrome with single-lead ECG alone is achievable using machine learning with appropriate time windows.

PURPOSE: To establish a simple and noninvasive screening test for sleep apnea (SA) that imposes less...

(2)
Apr 2025 40214940
Predicting the efficacy of microwave ablation of benign thyroid nodules from ultrasound images using deep convolutional neural networks.

BACKGROUND: Thyroid nodules are frequent in clinical settings, and their diagnosis in adults is grow...

(1)
Apr 2025 40217199
Enhanced electrocardiogram classification using Gramian angular field transformation with multi-lead analysis and segmentation techniques.

Conventional manual or feature-based ECG analysis methods are limited by time inefficiencies and hum...

(3)
Apr 2025 40292189
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