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Support Vector Machine (SVM) Multi-parametric MRI Identification of Pseudoprogression from Tumor Recurrence in Patients with Resected Glioblastoma

PURPOSE: To automatically differentiate radiation necrosis from recurrent tumor at high spatial resolution using multi-parametric MRI features. MATERIALS AND METHODS: MRI data retrieved from 31 patients (15 recurrent tumor and 16 radiation necrosis) who underwent chemoradiation therapy after surgica...

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Detalhes bibliográficos
Main Authors: Hu, Xintao, Wong, Kelvin K., Young, Geoffrey S., Guo, Lei, Wong, Stephen T.
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3273302/
https://ncbi.nlm.nih.gov/pubmed/21274970
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmri.22432
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