CLIC: Contextual Language-Informed Cardiac Pathology Classification

ArXi:2605.19132v1 Announce Type: new The electrocardiogram (ECG) is the gold standard for non-invasive diagnosis of cardiac pathologies and is a fundamental pillar of cardiovascular medicine. Recent progress in deep learning has led to the development of robust automated classifiers that achieve high performance by processing raw physiological signals. However, in clinical practice, diagnosis is rarely based solely on the signal. Cardiologists commonly their interpretation with the patient's characteristics and the specific data-acquisition context.