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Cross-modality deep learning: Contouring of MRI data from annotated CT data only

PURPOSE: Online adaptive radiotherapy would greatly benefit from the development of reliable autosegmentation algorithms for organs-at-risk and radiation targets. Current practice of manual segmentation is subjective and time-consuming. While deep learning-based algorithms offer ample opportunities...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Kieselmann, Jennifer P., Fuller, Clifton D., Gurney-Champion, Oliver J., Oelfke, Uwe
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8058228/
https://ncbi.nlm.nih.gov/pubmed/33251619
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.14619
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