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Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images

White matter hyperintensities (WMHs) have been associated with various cerebrovascular and neurodegenerative diseases. Reliable quantification of WMHs is essential for understanding their clinical impact in normal and pathological populations. Automated segmentation of WMHs is highly challenging due...

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Detalles Bibliográficos
Autores principales: Sundaresan, Vaanathi, Zamboni, Giovanna, Rothwell, Peter M., Jenkinson, Mark, Griffanti, Ludovica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505759/
https://www.ncbi.nlm.nih.gov/pubmed/34325148
http://dx.doi.org/10.1016/j.media.2021.102184