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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Comput Neurosci
Prif Awduron: Carver, Eric Nathan, Dai, Zhenzhen, Liang, Evan, Snyder, James, Wen, Ning
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2021
Pynciau:
Mynediad Ar-lein: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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