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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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Bibliografische gegevens
Gepubliceerd in:J Med Radiat Sci
Hoofdauteurs: Jackson, Price, Kron, Tomas, Hardcastle, Nicholas
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: John Wiley and Sons Inc. 2019
Onderwerpen:
Online toegang: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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