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Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

In recent years, some convolutional neural networks (CNNs) have been proposed to segment sub-cortical brain structures from magnetic resonance images (MRIs). Although these methods provide accurate segmentation, there is a reproducibility issue regarding segmenting MRI volumes from different image d...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6494835/
https://ncbi.nlm.nih.gov/pubmed/31043688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-43299-z
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