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Anatomically consistent CNN-based segmentation of organs-at-risk in cranial radiotherapy

Planning of radiotherapy involves accurate segmentation of a large number of organs at risk (OAR), i.e., organs for which irradiation doses should be minimized to avoid important side effects of the therapy. We propose a deep learning method for segmentation of OAR inside the head, from magnetic res...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Mlynarski, Pawel, Delingette, Hervé, Alghamdi, Hamza, Bondiau, Pierre-Yves, Ayache, Nicholas
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7016364/
https://ncbi.nlm.nih.gov/pubmed/32064300
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.1.014502
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