Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets

Brain tissue segmentation from multimodal MRI is a key building block of many neuroimaging analysis pipelines. Established tissue segmentation approaches have, however, not been developed to cope with large anatomical changes resulting from pathology, such as white matter lesions or tumours, and oft...

Descripción completa

Detalles Bibliográficos
Autores principales: Dorent, Reuben, Booth, Thomas, Li, Wenqi, Sudre, Carole H., Kafiabadi, Sina, Cardoso, Jorge, Ourselin, Sebastien, Vercauteren, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7116853/
https://www.ncbi.nlm.nih.gov/pubmed/33129151
http://dx.doi.org/10.1016/j.media.2020.101862

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7116853/
https://www.ncbi.nlm.nih.gov/pubmed/33129151
http://dx.doi.org/10.1016/j.media.2020.101862

Ejemplares similares