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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Dettagli Bibliografici
Pubblicato in:Neuroimage Clin
Autori principali: 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.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2019
Soggetti:
Regular Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6909142/
https://ncbi.nlm.nih.gov/pubmed/31835284
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2019.102061
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