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A convolutional neural network for contouring metastatic lymph nodes on diffusion-weighted magnetic resonance images for assessment of radiotherapy response

BACKGROUND AND PURPOSE: Retrieving quantitative parameters from magnetic resonance imaging (MRI), e.g. for early assessment of radiotherapy treatment response, necessitates contouring regions of interest, which is time-consuming and prone to errors. This becomes more pressing for daily imaging on MR...

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Detalles Bibliográficos
Autores principales: Gurney-Champion, Oliver J., Kieselmann, Jennifer P., Wong, Kee H., Ng-Cheng-Hin, Brian, Harrington, Kevin, Oelfke, Uwe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7536306/
https://www.ncbi.nlm.nih.gov/pubmed/33043156
http://dx.doi.org/10.1016/j.phro.2020.06.002