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...

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Detalhes bibliográficos
Autor principal: Pereira, Sérgio (author)
Outros Autores: Pinto, Adriano (author), Alves, Victor (author), Silva, Carlos A. (author)
Formato: conferencePaper
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/1822/52002
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/52002