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Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation
[article]
2021
arXiv
pre-print
Deep learning techniques for 3D brain vessel image segmentation have not been as successful as in the segmentation of other organs and tissues. This can be explained by two factors. First, deep learning techniques tend to show poor performances at the segmentation of relatively small objects compared to the size of the full image. Second, due to the complexity of vascular trees and the small size of vessels, it is challenging to obtain the amount of annotated training data typically needed by
arXiv:2101.09321v4
fatcat:dji4j2su2rhftnl3ajlihgi2qm