White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds

White matter hyperintensities (WMHs) are abnormal signals within the white matter region on the human brain MRI and have been associated with aging processes, cognitive decline, and dementia. In the current study, we proposed a U-Net with multi-scale highlighting foregrounds (HF) for WMHs segmentati...

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Detalles Bibliográficos
Autores principales: Park, Gilsoon, Hong, Jinwoo, Duffy, Ben A., Lee, Jong-Min, Kim, Hosung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382044/
https://www.ncbi.nlm.nih.gov/pubmed/33957235
http://dx.doi.org/10.1016/j.neuroimage.2021.118140

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8382044/
https://www.ncbi.nlm.nih.gov/pubmed/33957235
http://dx.doi.org/10.1016/j.neuroimage.2021.118140

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