Deep convolutional neural networks for the segmentation of gliomas in multi-sequence MRI
In their most aggressive form, the mortality rate of gliomas is high. Accurate segmentation is important for surgery and treatment planning, as well as for follow-up evaluation. In this paper, we propose to segment brain tumors using a Deep Convolutional Neural Network. Neural Networks are known to...
Autor principal: | |
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Outros Autores: | , , |
Formato: | conferencePaper |
Idioma: | eng |
Publicado em: |
2016
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Assuntos: | |
Texto completo: | http://hdl.handle.net/1822/52002 |
País: | Portugal |
Oai: | oai:repositorium.sdum.uminho.pt:1822/52002 |