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Automatic segmentation of brain tumor resections in intraoperative ultrasound images using U-Net

To compensate for the intraoperative brain tissue deformation, computer-assisted intervention methods have been used to register preoperative magnetic resonance images with intraoperative images. In order to model the deformation due to tissue resection, the resection cavity needs to be segmented in...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Carton, François-Xavier, Chabanas, Matthieu, Le Lann, Florian, Noble, Jack H.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7026519/
https://ncbi.nlm.nih.gov/pubmed/32090137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.3.031503
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