Shape Information Improves the Cross-Cohort Performance of Deep Learning-Based Segmentation of the Hippocampus

Performing an accurate segmentation of the hippocampus from brain magnetic resonance images is a crucial task in neuroimaging research, since its structural integrity is strongly related to several neurodegenerative disorders, including Alzheimer’s disease (AD). Some automatic segmentation tools are...

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Detalles Bibliográficos
Autores principales: Brusini, Irene, Lindberg, Olof, Muehlboeck, J-Sebastian, Smedby, Örjan, Westman, Eric, Wang, Chunliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081773/
https://www.ncbi.nlm.nih.gov/pubmed/32226359
http://dx.doi.org/10.3389/fnins.2020.00015

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081773/
https://www.ncbi.nlm.nih.gov/pubmed/32226359
http://dx.doi.org/10.3389/fnins.2020.00015

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