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Automatic brain segmentation in preterm infants with post‐hemorrhagic hydrocephalus using 3D Bayesian U‐Net

Post‐hemorrhagic hydrocephalus (PHH) is a severe complication of intraventricular hemorrhage (IVH) in very preterm infants. PHH monitoring and treatment decisions rely heavily on manual and subjective two‐dimensional measurements of the ventricles. Automatic and reliable three‐dimensional (3D) measu...

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Detalles Bibliográficos
Autores principales: Largent, Axel, De Asis‐Cruz, Josepheen, Kapse, Kushal, Barnett, Scott D., Murnick, Jonathan, Basu, Sudeepta, Andersen, Nicole, Norman, Stephanie, Andescavage, Nickie, Limperopoulos, Catherine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933325/
https://www.ncbi.nlm.nih.gov/pubmed/35023255
http://dx.doi.org/10.1002/hbm.25762