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Deep Learning and Texture-Based Semantic Label Fusion for Brain Tumor Segmentation

Brain tumor segmentation is a fundamental step in surgical treatment and therapy. Many hand-crafted and learning based methods have been proposed for automatic brain tumor segmentation from MRI. Studies have shown that these approaches have their inherent advantages and limitations. This work propos...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Vidyaratne, L., Alam, M., Shboul, Z., Iftekharuddin, K. M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5851487/
https://ncbi.nlm.nih.gov/pubmed/29551853
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2292930
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