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Development of a Convolutional Neural Network Based Skull Segmentation in MRI Using Standard Tesselation Language Models

Segmentation is crucial in medical imaging analysis to help extract regions of interest (ROI) from different imaging modalities. The aim of this study is to develop and train a 3D convolutional neural network (CNN) for skull segmentation in magnetic resonance imaging (MRI). 58 gold standard volumetr...

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Detalhes bibliográficos
Publicado no:J Pers Med
Main Authors: Dalvit Carvalho da Silva, Rodrigo, Jenkyn, Thomas Richard, Carranza, Victor Alexander
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8074044/
https://ncbi.nlm.nih.gov/pubmed/33923480
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/jpm11040310
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