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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Bibliografske podrobnosti
izdano v: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
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2018
Teme:
Neuroscience
Online dostop: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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