Simultaneous lesion and brain segmentation in multiple sclerosis using deep neural networks

Segmentation of white matter lesions and deep grey matter structures is an important task in the quantification of magnetic resonance imaging in multiple sclerosis. In this paper we explore segmentation solutions based on convolutional neural networks (CNNs) for providing fast, reliable segmentation...

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Detalles Bibliográficos
Autores principales: McKinley, Richard, Wepfer, Rik, Aschwanden, Fabian, Grunder, Lorenz, Muri, Raphaela, Rummel, Christian, Verma, Rajeev, Weisstanner, Christian, Reyes, Mauricio, Salmen, Anke, Chan, Andrew, Wagner, Franca, Wiest, Roland
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806997/
https://www.ncbi.nlm.nih.gov/pubmed/33441684
http://dx.doi.org/10.1038/s41598-020-79925-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806997/
https://www.ncbi.nlm.nih.gov/pubmed/33441684
http://dx.doi.org/10.1038/s41598-020-79925-4

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