Informative and Reliable Tract Segmentation for Preoperative Planning

Informative and Reliable Tract Segmentation for Preoperative Planning

Identifying white matter (WM) tracts to locate eloquent areas for preoperative surgical planning is a challenging task. Manual WM tract annotations are often used but they are time-consuming, suffer from inter- and intra-rater variability, and noise intrinsic to diffusion MRI may make manual interpr...

Full description

Bibliographic Details
Main Authors: Oeslle Lucena, Pedro Borges, Jorge Cardoso, Keyoumars Ashkan, Rachel Sparks, Sebastien Ourselin
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Radiology
Subjects:
diffusion MRI
tract segmentation
deep learning
uncertainty quantification
calibration
tractography
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2022.866974/full

Internet

https://www.frontiersin.org/articles/10.3389/fradi.2022.866974/full

Similar Items