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Fully automated esophagus segmentation with a hierarchical deep learning approach

Segmentation of organs at risk in CT volumes is a prerequisite for radiotherapy treatment planning. In this paper we focus on esophagus segmentation, a challenging problem since the walls of the esophagus have a very low contrast in CT images. Making use of Fully Convolutional Networks (FCN), we pre...

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Bibliografiske detaljer
Udgivet i:Conf Proc IEEE Int Conf Signal Image Process Appl
Main Authors: Trullo, Roger, Petitjean, Caroline, Nie, Dong, Shen, Dinggang, Ruan, Su
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6193464/
https://ncbi.nlm.nih.gov/pubmed/30345425
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICSIPA.2017.8120664
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