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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Bibliographic Details
Main Author: Pereira, Sergio (author)
Other Authors: Pinto, Adriano (author), Alves, Victor (author), Silva, Carlos A. (author)
Format: article
Language:eng
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/1822/53095
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/53095