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...

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Bibliographic Details
Main Author: Pereira, Sérgio (author)
Other Authors: Meier, Raphael (author), Alves, Victor (author), Reyes, Mauricio (author), Silva, Carlos A. (author)
Format: conferencePaper
Language:eng
Published: 2018
Online Access:http://hdl.handle.net/1822/71252
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71252