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Segmentation of organs‐at‐risks in head and neck CT images using convolutional neural networks

PURPOSE: Accurate segmentation of organs‐at‐risks (OARs) is the key step for efficient planning of radiation therapy for head and neck (HaN) cancer treatment. In the work, we proposed the first deep learning‐based algorithm, for segmentation of OARs in HaN CT images, and compared its performance aga...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Ibragimov, Bulat, Xing, Lei
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5383420/
https://ncbi.nlm.nih.gov/pubmed/28205307
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.12045
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