The Menze group publishes DeepVesselNet, a deep learning approach to perform vessel segmentation, centerline prediction, and bifurcation detection tasks
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes
See Tetteh et al, Front. Neurosci.
The code can be found on GitHub: Tetteh, 2019a
A ready-to-use implementation is available as companion material to the publication “Machine learning analysis of whole mouse brain vasculature”Todorov et al., 2020