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Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation

Automatic segmentation of brain tumors from medical images is important for clinical assessment and treatment planning of brain tumors. Recent years have seen an increasing use of convolutional neural networks (CNNs) for this task, but most of them use either 2D networks with relatively low memory r...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Wang, Guotai, Li, Wenqi, Ourselin, Sébastien, Vercauteren, Tom
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6700294/
https://ncbi.nlm.nih.gov/pubmed/31456678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2019.00056
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