Automatization and improvement of μCT analysis for murine lung disease models using a deep learning approach

BACKGROUND: One of the main diagnostic tools for lung diseases in humans is computed tomography (CT). A miniaturized version, micro-CT (μCT) is utilized to examine small rodents including mice. However, fully automated threshold-based segmentation and subsequent quantification of severely damaged lu...

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Detalles Bibliográficos
Autores principales: Birk, Gerald, Kästle, Marc, Tilp, Cornelia, Stierstorfer, Birgit, Klee, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7245846/
https://www.ncbi.nlm.nih.gov/pubmed/32448249
http://dx.doi.org/10.1186/s12931-020-01370-8

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