Latest AI and machine learning research in arrhythmias for healthcare professionals.
Twelve-lead electrocardiography (ECG) is essential for cardiovascular diagnosis, but its long-term a...
Hyperkalemia is a life-threatening electrolyte disorder that is common in patients with chronic kidn...
While Multimodal Large Language Models (MLLMs) show promising performance in automated electrocardio...
The Segment Anything Model (SAM) has revolutionized interactive segmentation through spatial prompti...
Recent biosignal foundation models (FMs) have demonstrated promising performance across diverse clin...
Electrocardiography (ECG) is a low-cost, widely used modality for diagnosing electrical abnormalitie...
Automated electrocardiogram (ECG) classification is essential for early detection of cardiovascular ...
Background: Acute heart failure (AHF) exhibits marked heterogeneity in diastolic hemodynamics, yet c...
Catheter-based interventions are widely used for the diagnosis and treatment of cardiac diseases. Re...
Structural heart disease (SHD) is a prevalent condition with many undiagnosed cases, and early detec...
Sudden cardiac death risk is 2-3-fold higher in athletes than in non-athletes. We classify sports-re...
A clinically actionable Cardiac Digital Twin (CDT) should reconstruct individualised cardiac anatomy...
Electrocardiogram (ECG) analysis is crucial for diagnosing heart disease, but most self-supervised l...
Modern forward electrocardiogram (ECG) computational models rely on an accurate representation of th...
Background: Advances in wearable devices and machine-learning-based ECG analysis enable highly accur...
This position paper argues that current benchmarking practice in 12-lead ECG representation learning...
Accurate diagnosis of cardiac abnormalities from electrocardiogram signals remains a central challen...
Electrocardiograms (ECG) are electrical recordings of the heart that are critical for diagnosing car...
We present a deep learning model that predicts left atrial (LA) volume from standard 12-lead ECG rec...
Cardiac magnetic resonance imaging (CMR) offers detailed evaluation of cardiac structure and functio...
Background: Artificial intelligence (AI) has emerged as a promising tool for interpreting 12-lead el...