Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI

Convolutional neural networks (CNNs) have been successfully used for brain tumor segmentation, specifically, fully convolutional networks (FCNs). FCNs can segment a set of voxels at once, having a direct spatial correspondence between units in feature maps (FMs) at a given location and the correspon...

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Bibliographic Details
Main Author: Pereira, Sergio (author)
Other Authors: Alves, Victor (author), Silva, Carlos A. (author)
Format: conferencePaper
Language:eng
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/1822/71253
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71253