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Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework

We present an approach for segmenting both low- and high-grade gliomas in multimodal magnetic resonance imaging volumes. The proposed framework is an extension of our previous work [6,7], with an additional component for segmenting post-operative scans. The proposed approach is based on a hybrid gen...

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Detalhes bibliográficos
Publicado no:Brainlesion
Main Authors: Zeng, Ke, Bakas, Spyridon, Sotiras, Aristeidis, Akbari, Hamed, Rozycki, Martin, Rathore, Saima, Pati, Sarthak, Davatzikos, Christos
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5512606/
https://ncbi.nlm.nih.gov/pubmed/28725878
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-55524-9_18
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