Segmentation of glioma tumors in brain using deep convolutional neural network

•Five different deep convolutional neural network based approaches are proposed.•Results are evaluated on BRATS 2013 and BRATS 2015 for brain tumor segmentation.•The networks are trained using two-phase training to address the data imbalance issue.•An excellent performance is achieved in terms of DI...

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Vydané v:	Neurocomputing (Amsterdam) Ročník 282; s. 248 - 261
Hlavní autori:	Hussain, Saddam, Anwar, Syed Muhammad, Majid, Muhammad
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 22.03.2018
Predmet:	Brain tumor Convolutional neural networks Deep learning Segmentation Brain tumor Deep learning Segmentation Convolutional neural networks
ISSN:	0925-2312, 1872-8286
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