Cardiovascular

Arrhythmias

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

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Showing 274-294 of 2,489 articles
Electrocardiogram-based short-term risk stratification for acute kidney injury using time-frequency deep learning analysis.

BACKGROUND AND OBJECTIVES: Acute kidney injury (AKI) is a common and clinically important complicati...

Jun 2026 42242104
Demographic-aware temporal graph attention for fair and accurate cardiac abnormality detection in 12-lead ECG.

Automated 12-lead ECG interpretation has achieved strong diagnostic accuracy through deep learning, ...

Jun 2026 42243352
Performance of Vision-Enabled Large Language Models in Image-Based Electrocardiogram Interpretation: Exploratory Evaluation.

BACKGROUND: Vision-enabled large language models (VE-LLMs) have the potential to provide flexible an...

Jun 2026 42237583
pedQTNet: A Deep Learning Approach to Estimate Corrected QT Intervals from Multi-Lead Conventional ECG Waveforms in Pediatric Patients.

Long QT syndrome (LQTS) is a primary risk factor for ventricular arrhythmias and sudden cardiac deat...

Jun 2026 42234295
Dnq-unet: a two-level fusion framework for few-shot domain adaptation in cervical cancer CTV segmentation.

To develop and validate a two-level hierarchical fusion architecture enabling efficient few-shot dom...

(2)
Jun 2026 42234322
Detection of coronary microvascular dysfunction based on machine learning algorithm with multidimensional temporal-spatial features from electrocardiogram.

Coronary microvascular dysfunction (CMD) causes myocardial ischemia and is associated with adverse c...

Jun 2026 42235584
ScaHybNet: a scalogram-based hybrid ensemble network for ECG arrhythmia classification.

Cardiovascular diseases are the leading cause of death in the world, requiring the accurate and time...

(1)
Jun 2026 42236839
Multimodal Ultrasound Integration Pathways and Paradigm Innovations in Precision Diagnosis and Treatment of Thyroid Cancer.

RATIONALE AND OBJECTIVES: Thyroid cancer, the fastest-growing endocrine malignancy, is shifting from...

(1)
Jun 2026 42230172
Characterizing Central-Autonomic Dynamics During an Episodic Memory Task Using Multi-Modal Neural and Cardiomechanical Signals.

OBJECTIVE: Memory function underlies mental and behavioral health. While the role of the central ner...

(1)
Jun 2026 41105533
Cardiovascular Disease Classification System With ECG-Gating PCG Algorithm and Programmable AI Accelerator Design.

Cardiovascular diseases (CVDs) are among the leading causes of mortality. Traditional diagnostic met...

(2)
Jun 2026 41418010
BioGAP-Ultra: A Modular Edge-AI Platform for Wearable Multimodal Biosignal Acquisition and Processing.

The growing demand for continuous physiological monitoring and human-machine interaction in real-wor...

Jun 2026 41525609
CEUS-Based Microvascular Invasion Predictor in HCC: Improving Prognostic Stratification Following Thermal Ablation.

BACKGROUND & AIMS: Microvascular invasion (MVI) critically impacts hepatocellular carcinoma (HCC) ma...

(1)
Jun 2026 42047408
Memory-augmented graph neural networks for multi-class cardiovascular disease recognition from 12-lead ECG signals.

BACKGROUND AND OBJECTIVE: Cardiovascular disease recognition from electrocardiogram (ECG) requires c...

(2)
May 2026 42224851
Long-term continuous monitoring of wearable ECG signals for atrial fibrillation detection.

Atrial Fibrillation (AFib) is the most common sustained cardiac arrhythmia and is associated with su...

May 2026 42218208
MRI-based deep learning radiomics model for automated classification of disc degeneration in the lumbar spine.

Disc degeneration in the lumbar spine is a major cause of low back pain (LBP). The accurate grading ...

May 2026 42218311
Generalisable artificial intelligence ECG trained on public data for outcome prediction after transcatheter aortic valve replacement.

BACKGROUND: Artificial intelligence ECG (AI-ECG) models can predict cardiovascular outcomes, but the...

May 2026 42209211
CAHA-Net: A novel MR image classification model based on DenseNet incorporating coordinate attention and hybrid augmentation.

Traditional diagnostic approaches are time-consuming and labor-intensive, and the field currently la...

May 2026 42209768
Cardiac arrhythmia detection via PQRST analyzed data using an optimized hierarchical fused fuzzy deep reinforcement learning.

Cardiac arrhythmia is a disorder caused by disruptions in the regular heart rhythm. Arrhythmias are ...

(1)
May 2026 42210277
Fully Biobased, Robust, and High-Conductivity Hydrogel for High-Fidelity Electrophysiological Monitoring and Deep Learning-Assisted Stroke Rehabilitation.

Developing sustainable bioelectronics that simultaneously integrate mechanical robustness, high cond...

(1)
May 2026 42200397
Arrhythmia Burden and Clinical Responses Under Continuous Monitoring in Heart Failure: Observations From the ALLEVIATE-HF Trial.

BACKGROUND: Arrhythmia burden in ambulatory patients with symptomatic heart failure (HF) without car...

May 2026 42201276
Detection of Microbehavior Intervals for Predicting Mental Health: Clinically Relevant and Advanced Multimodal Temporal Analysis.

BACKGROUND: Health care workers (HCWs) face sustained psychological demands that place them at heigh...

May 2026 42202278
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