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Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset
[article]
2019
arXiv
pre-print
Tract-specific diffusion measures, as derived from brain diffusion MRI, have been linked to white matter tract structural integrity and neurodegeneration. As a consequence, there is a large interest in the automatic segmentation of white matter tract in diffusion tensor MRI data. Methods based on the tractography are popular for white matter tract segmentation. However, because of the limited consistency and long processing time, such methods may not be suitable for clinical practice. We
arXiv:1908.10219v1
fatcat:fvjzisxtdfa5rjyfutoa7guila