Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning

no code implementations • 22 Jan 2021 • V. de Vos, K. M. Timmins, I. C. van der Schaaf, Y. Ruigrok, B. K. Velthuis, H. J. Kuijf

In conclusion, vessel segmentation can be optimally performed on TOF-MRAs using a trained 3D U-Net on larger patches, where data augmentation including Gaussian blur, rotation and flipping was performed on the training data.

Data Augmentation Segmentation