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Investigating efficient CNN architecture for multiple sclerosis lesion segmentation

Purpose: The automatic segmentation of multiple sclerosis lesions in magnetic resonance imaging has the potential to reduce radiologists’ efforts on a daily time-consuming task and to bring more reproducibility. Almost all new segmentation techniques make use of convolutional neural networks with th...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Fenneteau, Alexandre, Bourdon, Pascal, Helbert, David, Fernandez-Maloigne, Christine, Habas, Christophe, Guillevin, Rémy
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7867032/
https://ncbi.nlm.nih.gov/pubmed/33569506
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.8.1.014504
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