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Deep Open Snake Tracker for Vessel Tracing
[article]
2021
arXiv
pre-print
Vessel tracing by modeling vascular structures in 3D medical images with centerlines and radii can provide useful information for vascular health. Existing algorithms have been developed but there are certain persistent problems such as incomplete or inaccurate vessel tracing, especially in complicated vascular beds like the intracranial arteries. We propose here a deep learning based open curve active contour model (DOST) to trace vessels in 3D images. Initial curves were proposed from a
arXiv:2107.09049v1
fatcat:vgq4yc3llbfsffgrrq6sq6vaka