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Fitting tree model with CNN and geodesics to track vesselsand application to Ultrasound Localization Microscopy data
Segmentation of tubular structures in vascular imaging is a well studied task, although it is rare that we try to infuse knowledge of the tree-like structure of the regions to be detected.
Fast Marching Energy CNN
Leveraging geodesic distances and the geometrical information they convey is key for many data-oriented applications in imaging.
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