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Automatic extraction of the intracranial volume in fetal and neonatal MR scans using convolutional neural networks

MR images of infants and fetuses allow non-invasive analysis of the brain. Quantitative analysis of brain development requires automatic brain tissue segmentation that is typically preceded by segmentation of the intracranial volume (ICV). Fast changes in the size and morphology of the developing br...

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Detalles Bibliográficos
Autores principales: Khalili, Nadieh, Turk, E., Benders, M.J.N.L., Moeskops, P., Claessens, N.H.P., de Heus, R., Franx, A., Wagenaar, N., Breur, J.M.P.J., Viergever, M.A., Išgum, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6909142/
https://www.ncbi.nlm.nih.gov/pubmed/31835284
http://dx.doi.org/10.1016/j.nicl.2019.102061