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GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation

We present an approach for segmenting low- and high-grade gliomas in multimodal magnetic resonance imaging volumes. The proposed approach is based on a hybrid generative-discriminative model. Firstly, a generative approach based on an Expectation-Maximization framework that incorporates a glioma gro...

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Publicat a:Brainlesion
Autors principals: Bakas, Spyridon, Zeng, Ke, Sotiras, Aristeidis, Rathore, Saima, Akbari, Hamed, Gaonkar, Bilwaj, Rozycki, Martin, Pati, Sarthak, Davatzikos, Christos
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5513179/
https://ncbi.nlm.nih.gov/pubmed/28725877
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-30858-6_1
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