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Deep learning-based segmentation of brain parenchyma and ventricular system in CT scans in the presence of anomalies

INTRODUCTION: The automatic segmentation of brain parenchyma and cerebrospinal fluid-filled spaces such as the ventricular system is the first step for quantitative and qualitative analysis of brain CT data. For clinical practice and especially for diagnostics, it is crucial that such a method is ro...

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Detalles Bibliográficos
Autores principales: Gerken, Annika, Walluscheck, Sina, Kohlmann, Peter, Galinovic, Ivana, Villringer, Kersten, Fiebach, Jochen B., Klein, Jan, Heldmann, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406198/
https://www.ncbi.nlm.nih.gov/pubmed/37554647
http://dx.doi.org/10.3389/fnimg.2023.1228255