Latest AI and machine learning research in arrhythmias for healthcare professionals.
Complete digital 12-lead electrocardiograms (ECGs) are essential for AI-enabled cardiovascular asses...
Background: Manual identification and abstraction of out-of-hospital cardiac arrest (OHCA) cases and...
Electrocardiographic (ECG) interval measurements underpin clinical decision-making and large-scale c...
Most published clinical-AI results are single models on a single dataset, difficult to reproduce, an...
Warm-started diffusion samplers accelerate iterative inference, but it is rarely clear which part of...
Explainability techniques are used to assess the output of various deep learning models. This is esp...
Background: Left ventricular diastolic dysfunction (LVDD) is a major determinant of heart failure (H...
Automated electrocardiogram analysis has advanced largely through digital waveforms, yet many emerge...
Multimodal large language models (LLMs) are increasingly adopted to interpret 12-lead ECG images, th...
Apnoea of prematurity is characterised by recurrent episodes of cessation of breathing and remains d...
Modeling long-sequence medical time series data, such as electrocardiograms (ECG), poses significant...
Consumer wearable devices increasingly use single-lead electrocardiograms (ECGs) for cardiac monitor...
Background and Aims: Machine learning has shown potential in predicting ablation targets for ventric...
Background: Machine learning models for stroke mortality prediction typically treat each time horizo...
Continuous electrocardiography (ECG) monitoring could surface rhythm abnormalities before they escal...
Training deep neural networks for clinical time-series analysis is computationally demanding, yet ma...
Deep Neural Networks (DNNs) typically require extensive datasets for effective training. In the medi...
Medical vision-language models (VLMs) are evaluated on public benchmarks whose images and question-a...
Background: Aortic stenosis (AS) is a progressive valvular disease associated with poor prognosis on...
Traumatic brain injury (TBI) and posttraumatic stress disorder (PTSD) frequently co-occur in Veteran...
Cardiovascular diseases (CVDs) remain the primary global health burden, motivating the search for ro...