Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment

Glioblastoma Multiforme is a high grade, very aggressive, brain tumor, with patients having a poor prognosis. Lower grade gliomas are less aggressive, but they can evolve into higher grade tumors over time. Patient management and treatment can vary considerably with tumor grade, ranging from tumor r...

ver descrição completa

Detalhes bibliográficos
Autor principal: Pereira, Sérgio (author)
Outros Autores: Meier, Raphael (author), Alves, Victor (author), Reyes, Mauricio (author), Silva, Carlos A. (author)
Formato: conferencePaper
Idioma:eng
Publicado em: 2018
Texto completo:http://hdl.handle.net/1822/71252
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71252