Convolutional Neural Networks Enable Robust Automatic Segmentation of the Rat Hippocampus in MRI After Traumatic Brain Injury

Registration-based methods are commonly used in the automatic segmentation of magnetic resonance (MR) brain images. However, these methods are not robust to the presence of gross pathologies that can alter the brain anatomy and affect the alignment of the atlas image with the target image. In this w...

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Detalles Bibliográficos
Autores principales: De Feo, Riccardo, Hämäläinen, Elina, Manninen, Eppu, Immonen, Riikka, Valverde, Juan Miguel, Ndode-Ekane, Xavier Ekolle, Gröhn, Olli, Pitkänen, Asla, Tohka, Jussi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neurology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8891699/
https://www.ncbi.nlm.nih.gov/pubmed/35250823
http://dx.doi.org/10.3389/fneur.2022.820267

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8891699/
https://www.ncbi.nlm.nih.gov/pubmed/35250823
http://dx.doi.org/10.3389/fneur.2022.820267

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