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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Vydáno v:Tomography
Hlavní autoři: Bielak, Lars, Wiedenmann, Nicole, Nicolay, Nils Henrik, Lottner, Thomas, Fischer, Johannes, Bunea, Hatice, Grosu, Anca-Ligia, Bock, Michael
Médium: Artigo
Jazyk:Inglês
Vydáno: Grapho Publications, LLC 2019
Témata:
Research Articles
On-line přístup: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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