Latest AI and machine learning research in myocardial infarction for healthcare professionals.
Structural heart disease (SHD) is a prevalent condition with many undiagnosed cases, and early detec...
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...
Coronary artery calcium (CAC) scoring is a key predictor of cardiovascular risk, but it relies on EC...
This research presents multimodal deep learning for structural heart disease prediction. We evaluate...
Objectives: Artificial intelligence (AI) enabled digital stethoscopes combine phonocardiography and ...
Importance: Large language models (LLMs) offer potential decision support, but their accuracy varies...
Background: Advances in wearable devices and machine-learning-based ECG analysis enable highly accur...
Objective: Electronic Health Record (EHR)-based trial emulation can support translation of randomize...
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...
Background: Risk screening for pre-eclampsia relies on accurate gestational age assessment, but rout...
Cardiac magnetic resonance imaging (CMR) offers detailed evaluation of cardiac structure and functio...
Recent advances in large language models (LLMs) have enabled the development of multimodal medical A...
Deep learning has achieved expert-level performance in automated electrocardiogram (ECG) diagnosis, ...
The electrocardiogram (ECG) is a critical tool in the diagnosis and monitoring of cardiovascular dis...
Fetal echocardiography is essential for detecting congenital heart disease (CHD), facilitating pregn...
Background: Prenatal glucocorticoid administration is standard care for threatened preterm birth, bu...