In this paper, we investigate the classification of cardiomegaly using multimodal data, combining imaging data from chest radiography with routinely collected Intensive Care Unit (ICU) comprising vital sign values, laboratory measurements, and admission metadata. practice a clinician would assess for presence synthesis multiple sources however, prior machine learning approaches to task have foc...

The sudden death of a bread winning adult in the family is devastating for any family. Even worse when dies his young adulthood. Cardiovascular pathologies dominate causes deaths adults more than central nervous and respiratory systems. enlarged heart or cardiomegaly at autopsy first indication such cardiac pathology. Cardiomegaly may result from various as hypertension, cardiomyopathies, rheum...

Giant left atrium (GLA) is a rare condition typically found in patients with rheumatic mitral valve disease. On chest radiographs, this often mimics another cause of cardiomegaly. A 52-year-old man was admitted to the hospital complaints shortness breath and orthopnea. Mid-diastolic grade IV pansystolic murmurs could be heard at apex radiating axilla on cardiac auscultation. The electrocardiogr...