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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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Foilsithe in: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
Formáid: Artigo
Teanga:Inglês
Foilsithe: Elsevier 2018
Ábhair:
Rochtain Ar Líne: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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