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A future of automated image contouring with machine learning in radiation therapy

Automated image contouring is showing improvements in efficiency for a number of clinical tasks in radiotherapy. While atlas segmentation has proven moderately beneficial, the next generation of algorithms based on convolutional neural networks is already pointing to improvements in precision and ef...

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Detalhes bibliográficos
Publicado no:J Med Radiat Sci
Main Authors: Jackson, Price, Kron, Tomas, Hardcastle, Nicholas
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6920687/
https://ncbi.nlm.nih.gov/pubmed/31854138
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmrs.365
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