Deep-Learning

Myocardial Pathology Segmentation (Multi-Sequence CMR) featured image

Myocardial Pathology Segmentation (Multi-Sequence CMR)

Deep-learning segmentation combining bSSFP, T2 and LGE cardiac MRI to delineate infarcted and edema myocardial regions for myocardial-infarction diagnosis.

Assessment of Cardiac Valve Motion on Time-Resolved MRI featured image

Assessment of Cardiac Valve Motion on Time-Resolved MRI

M.Sc. Thesis carried out in collaboration with Siemens Healthineers. Research state-of-the-art literature on cardiac MRI slice tracking and medical landmark detection. Develop a …

Adaptive Frame Rate for Egocentric Video featured image

Adaptive Frame Rate for Egocentric Video

New adaptive sampling strategy based on a motion-context measure for egocentric video was developed. The new method enables to save energy while keeping a promising performance …