Automatic Tumor Segmentation With a Convolutional Neural Network in Multiparametric MRI: Influence of Distortion Correction

Precise tumor segmentation is a crucial task in radiation therapy planning. Convolutional neural networks (CNNs) are among the highest scoring automatic approaches for tumor segmentation. We investigate the difference in segmentation performance of geometrically distorted and corrected diffusion-wei...

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Detalhes bibliográficos
Publicado no:Tomography
Main Authors: Bielak, Lars, Wiedenmann, Nicole, Nicolay, Nils Henrik, Lottner, Thomas, Fischer, Johannes, Bunea, Hatice, Grosu, Anca-Ligia, Bock, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: Grapho Publications, LLC 2019
Assuntos:
Research Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6752289/
https://ncbi.nlm.nih.gov/pubmed/31572790
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18383/j.tom.2019.00010
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