While deep learning models have become the predominant method for medical image
segmentation, they are typically not capable of generalizing to unseen segmentation tasks …

Segment anything model (SAM), an eminent universal image segmentation model, has
recently gathered considerable attention within the domain of medical image segmentation …

An echocardiogram is a sophisticated ultrasound imaging technique employed to diagnose
heart conditions. The transthoracic echocardiogram, one of the most prevalent types, is …

Image analysis and classification perform well in pre-processed noise-free images than in
corrupted images. Synthetic aperture radar (SAR) images, Ultrasound (US) medical images …

Multi-dimensional analysis in echocardiography has attracted attention due to its potential
for clinical indices quantification and computer-aided diagnosis. It can utilize various …

The echocardiogram is an ultrasound imaging modality, employed to assess cardiac
abnormalities. The Regional Wall Motion Abnormality (RWMA) is the occurrence of …

Myocardial infarction (MI) is the leading cause of mortaZity and morbidity in the world. Early
therapeutics of MI can ensure the prevention of further myocardial necrosis …

Echocardiography is essential for the diagnosis and treatment of cardiovascular diseases,
especially in the diagnosis of congenital heart disease. However, the interpretation of …

Myocardial infarction (MI) is the leading cause of mortality in the world. Its early diagnosis
can mitigate the extent of myocardial damage by facilitating early therapeutic interventions …

Myocardial infarction (MI) is a life-threatening disorder that occurs due to a prolonged
limitation of blood supply to the heart muscles, and which requires an immediate diagnosis …