Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images

Robust automated segmentation of white matter hyperintensities (WMHs) in different datasets (domains) is highly challenging due to differences in acquisition (scanner, sequence), population (WMH amount and location) and limited availability of manual segmentations to train supervised algorithms. In...

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Detalles Bibliográficos
Autores principales: Sundaresan, Vaanathi, Zamboni, Giovanna, Dinsdale, Nicola K., Rothwell, Peter M., Griffanti, Ludovica, Jenkinson, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573594/
https://www.ncbi.nlm.nih.gov/pubmed/34454295
http://dx.doi.org/10.1016/j.media.2021.102215

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