LEKADIR , Karim

Deep learning techniques for 3D brain vessel image segmentation have not been as successful as in the segmentation of other organs and tissues. This can be explained by two factors. First, deep learning techniques tend to show poor performances at the segmentation of relatively small objects compared to the size of the full image. Second, due...

Statistical shape modeling is a powerful tool for visualizing and quantifying geometric and functional patterns of the heart. After myocardial infarction (MI), the left ventricle typically remodels in response to physiological challenges. Several methods have been proposed in the literature to describe statistical shape changes. Which method...

Delineation of the left ventricular cavity,myocardium, and right ventricle from cardiac magneticresonance images (multi-slice 2-D cine MRI) is a commonclinical task to establish diagnosis. The automationof the corresponding tasks has thus been the subjectof intense research over the past decades. In this paper,we introduce the "Automatic...