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Accurate segmentation of neonatal brain MRI with deep learning

An important step toward delivering an accurate connectome of the human brain is robust segmentation of 3D Magnetic Resonance Imaging (MRI) scans, which is particularly challenging when carried out on perinatal data. In this paper, we present an automated, deep learning-based pipeline for accurate s...

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Detalles Bibliográficos
Autores principales: Richter, Leonie, Fetit, Ahmed E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554654/
https://www.ncbi.nlm.nih.gov/pubmed/36246394
http://dx.doi.org/10.3389/fninf.2022.1006532