Analyzing the Quality and Challenges of Uncertainty Estimations for Brain Tumor Segmentation

Automatic segmentation of brain tumors has the potential to enable volumetric measures and high-throughput analysis in the clinical setting. Reaching this potential seems almost achieved, considering the steady increase in segmentation accuracy. However, despite segmentation accuracy, the current me...

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Bibliographic Details
Main Authors: Alain Jungo, Fabian Balsiger, Mauricio Reyes
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00282/full