Glioma Grading on Conventional MR Images: A Deep Learning Study With Transfer Learning

Background: Accurate glioma grading before surgery is of the utmost importance in treatment planning and prognosis prediction. But previous studies on magnetic resonance imaging (MRI) images were not effective enough. According to the remarkable performance of convolutional neural network (CNN) in m...

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Dades bibliogràfiques
Publicat a:Front Neurosci
Autors principals: Yang, Yang, Yan, Lin-Feng, Zhang, Xin, Han, Yu, Nan, Hai-Yan, Hu, Yu-Chuan, Hu, Bo, Yan, Song-Lin, Zhang, Jin, Cheng, Dong-Liang, Ge, Xiang-Wei, Cui, Guang-Bin, Zhao, Di, Wang, Wen
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2018
Matèries:
Neuroscience
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6250094/
https://ncbi.nlm.nih.gov/pubmed/30498429
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00804
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