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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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Pubblicato in:Front Comput Neurosci
Autori principali: Carver, Eric Nathan, Dai, Zhenzhen, Liang, Evan, Snyder, James, Wen, Ning
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2021
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Accesso online: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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