Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Among brain tumors, gliomas are the most common and aggressive, leading to a very short life expectancy in their highest grade. Thus, treatment planning is a key stage to improve the quality of life of oncological patients. Magnetic resonance imaging (MRI) is a widely used imaging technique to asses...

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Detalhes bibliográficos
Autor principal: Pereira, Sergio (author)
Outros Autores: Pinto, Adriano (author), Alves, Victor (author), Silva, Carlos A. (author)
Formato: article
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/1822/53095
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/53095