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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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Bibliografiske detaljer
Udgivet i:J Med Radiat Sci
Main Authors: Jackson, Price, Kron, Tomas, Hardcastle, Nicholas
Format: Artigo
Sprog:Inglês
Udgivet: John Wiley and Sons Inc. 2019
Fag:
Online adgang: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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