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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Detalles Bibliográficos
Autores principales: Bielak, Lars, Wiedenmann, Nicole, Nicolay, Nils Henrik, Lottner, Thomas, Fischer, Johannes, Bunea, Hatice, Grosu, Anca-Ligia, Bock, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2019
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6752289/
https://www.ncbi.nlm.nih.gov/pubmed/31572790
http://dx.doi.org/10.18383/j.tom.2019.00010

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6752289/
https://www.ncbi.nlm.nih.gov/pubmed/31572790
http://dx.doi.org/10.18383/j.tom.2019.00010

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