Cardiovascular

Arrhythmias

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

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Showing 169-189 of 2,489 articles
Robust stress detection from wearable ECG using subject-specific normalization and stacking ensemble learning.

Driven by the rising prevalence of mental health issues, this study proposes an automated stress mon...

(1)
Jul 2026 42497314
Leipzig Heart Center ECG-database: Arrhythmias in children and patients with congenital heart disease.

Interpretation of Electrocardiogramms (ECG) is increasingly complemented by algorithms. These a...

(1)
Jul 2026 42497892
Intelligent recognition and segmentation of anatomical structures in spinal endoscopy: a deep learning approach with 1000 annotated images.

BACKGROUND: Accurate intraoperative identification of anatomical structures is critical for ensuring...

(5)
Jul 2026 42489702
AI-ECG Risk Stratification for Atrial Fibrillation: Real-World Performance and Explainability.

BACKGROUND: Artificial intelligence-enabled electrocardiography (AI-ECG) has emerged as a potential ...

(1)
Jul 2026 42485714
Prediction of heart arrhythmia onset in patients with ICD using machine learning algorithms.

PURPOSE: The current study uses machine learning algorithms to predict the onset of cardiac arrhythm...

(3)
Jul 2026 42486301
Semantic edge detection of fractures in geological outcrops using edge aware dilated convolutional networks.

Natural fracture networks govern subsurface fluid flow, rock-mass stability, and strain accommodatio...

(1)
Jul 2026 42481536
Machine learning algorithms for predicting arrhythmic events in Hypertrophic Cardiomyopathy: limited enhancement beyond late gadolinium enhancement.

We aimed to develop and assess the performance of a Machine learning (ML) model integrating common c...

Jul 2026 42479339
Morphology-preserving transfer-guided GAN with adaptive discriminative loss for robust and imbalanced ECG arrhythmia detection.

Electrocardiogram (ECG) based arrhythmia detection remains challenging due to severe class imbalance...

(3)
Jul 2026 42480127
A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients.

OBJECTIVE: Atrial fibrillation (AF) is the most common cardiac arrhythmia experienced by intensive c...

(1)
Jul 2026 42475214
HPA-Net: a lightweight hierarchical progressive fusion network for cardiac disease detection based on ECG-PCG signals.

Cardiovascular disease (CVD) remains a leading global health threat, creating a strong clinical need...

(1)
Jul 2026 42476176
Design and Analysis of Emotion Elicitation Techniques for ECG-Based Emotion Recognition in Children with Autism Spectrum Disorder (ASD).

Children with autism spectrum disorder (ASD) face difficulties in expressing and recognizing emotion...

(1)
Jul 2026 42472413
PanMB2-Net: a deep learning framework for preoperative MB2 canal risk assessment on panoramic radiographs.

OBJECTIVES: This study aimed to develop and validate a clinically motivated artificial intelligence ...

(1)
Jul 2026 42464285
Development and external validation of AI-ECG models in athlete pre-participation screening: Performance, limitations, and clinical implications.

BACKGROUND: Pre-participation screening (PPS) in competitive athletes aims to identify cardiovascula...

(2)
Jul 2026 42468692
A novel method for EKG anomaly detection based on the double sliding window technique.

Traditional detection methods often rely on fixed thresholding or machine-learning models, which can...

(1)
Jul 2026 42460479
Differentiating HFmr/rEF from HFpEF using standard 12-lead ECG measurements: an interpretable machine learning study.

BACKGROUND: Differentiating heart failure (HF) with mildly reduced/reduced ejection fraction (HFmr/r...

(1)
Jul 2026 42463275
A covalently adaptive polymer welding strategy enabling integrated electronics for pre-hospital monitoring of myocardial infarction.

Myocardial infarction (MI) is a major contributor to cardiovascular diseases (CVDs), creating an urg...

(2)
Jul 2026 42454455
Comparative Interpretation of Pediatric Electrocardiograms by Large Language Models and a Pediatrician.

OBJECTIVE: Large language models (LLMs) have been explored for clinical applications, yet their reli...

(1)
Jul 2026 42455258
Non-invasive arterial blood pressure waveform generation in critically ill patients: A sensor-based deep learning approach.

Continuous monitoring of Arterial Blood Pressure (ABP) in critically ill patients requires invasive ...

(2)
Jul 2026 42456268
Automated analysis of wearable ECG: machine learning methods, preprocessing pipelines, and benchmark datasets.

Wearable and mobile electrocardiography (ECG) has rapidly expanded access to rhythm monitoring outsi...

(1)
Jul 2026 42456763
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