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Improvement of Multiparametric MR Image Segmentation by Augmenting the Data With Generative Adversarial Networks for Glioma Patients

Every year thousands of patients are diagnosed with a glioma, a type of malignant brain tumor. MRI plays an essential role in the diagnosis and treatment assessment of these patients. Neural networks show great potential to aid physicians in the medical image analysis. This study investigated the cr...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Carver, Eric Nathan, Dai, Zhenzhen, Liang, Evan, Snyder, James, Wen, Ning
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7873446/
https://ncbi.nlm.nih.gov/pubmed/33584233
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.495075
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