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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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Veröffentlicht in:Front Comput Neurosci
Hauptverfasser: Carver, Eric Nathan, Dai, Zhenzhen, Liang, Evan, Snyder, James, Wen, Ning
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2021
Schlagworte:
Online Zugang: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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