Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

In recent years, some convolutional neural networks (CNNs) have been proposed to segment sub-cortical brain structures from magnetic resonance images (MRIs). Although these methods provide accurate segmentation, there is a reproducibility issue regarding segmenting MRI volumes from different image d...

Descripción completa

Detalles Bibliográficos
Autores principales: Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6494835/
https://www.ncbi.nlm.nih.gov/pubmed/31043688
http://dx.doi.org/10.1038/s41598-019-43299-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6494835/
https://www.ncbi.nlm.nih.gov/pubmed/31043688
http://dx.doi.org/10.1038/s41598-019-43299-z

Ejemplares similares