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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Bibliographic Details
Main Authors: Nadieh Khalili, E. Turk, M.J.N.L. Benders, P. Moeskops, N.H.P. Claessens, R. de Heus, A. Franx, N. Wagenaar, J.M.P.J. Breur, M.A. Viergever, I. Išgum
Format: Article
Language:English
Published: Elsevier 2019-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158219304085