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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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: 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
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Neuroscience
Acesso em linha: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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