Aortic stenosis (AS) is characterized by restricted motion and calcification of the aortic valve
and is the deadliest valvular cardiac disease. Assessment of AS severity is typically done by …

Echocardiography (echo) is an ultrasound imaging modality that is widely used for various
cardiovascular diagnosis tasks. Due to inter-observer variability in echo-based diagnosis …

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

Aortic stenosis (AS) is a common heart valve disease that requires accurate and timely
diagnosis for appropriate treatment. Most current automatic AS severity detection methods …

Aortic stenosis (AS) is a degenerative valve condition that causes substantial morbidity and
mortality. This condition is under-diagnosed and under-treated. In clinical practice, AS is …

Automated interpretation of ultrasound imaging of the heart (echocardiograms) could
improve the detection and treatment of aortic stenosis (AS), a deadly heart disease …

Background: aortic stenosis is a common heart valve disease that mainly affects older
people in developed countries. Its early detection is crucial to prevent the irreversible …

The fundamental problem with ultrasound-guided diagnosis is that the acquired images are
often 2-D cross-sections of a 3-D anatomy, potentially missing important anatomical details …

Deep neural networks have revolutionized various fields via high-quality flexible predictions.
However, their effectiveness often hinges on the availability of large labeled datasets for …

Aortic stenosis (AS) is a valvular cardiac disease that results in restricted motion and
calcification of the aortic valve (AV). AS severity is currently assessed by expert cardiologists …