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One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks

In recent years, several convolutional neural network (CNN) methods have been proposed for the automated white matter lesion segmentation of multiple sclerosis (MS) patient images, due to their superior performance compared with those of other state-of-the-art methods. However, the accuracies of CNN...

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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: Valverde, Sergi, Salem, Mostafa, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6413299/
https://ncbi.nlm.nih.gov/pubmed/30555005
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2018.101638
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