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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
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 |