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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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Detalles Bibliográficos
Autores principales: Jungo, Alain, Balsiger, Fabian, Reyes, Mauricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7156850/
https://www.ncbi.nlm.nih.gov/pubmed/32322186
http://dx.doi.org/10.3389/fnins.2020.00282