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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
Main Authors: Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan C. Vilanova, Lluís Ramió-Torrentà, Àlex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2019-01-01
Colecção:NeuroImage: Clinical
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2213158218303863
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