Fully automatic liver attenuation estimation combing CNN segmentation and morphological operations

PURPOSE: Manually tracing regions of interest (ROIs) within the liver is the de facto standard method for measuring liver attenuation on computed tomography (CT) in diagnosing nonalcoholic fatty liver disease (NAFLD). However, manual tracing is resource intensive. To address these limitations and to...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Huo, Yuankai, Terry, James G., Wang, Jiachen, Nair, Sangeeta, Lasko, Thomas A., Freedman, Barry I., Carr, J. Jeffery, Landman, Bennett A.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2019
Assuntos:
QUANTITATIVE IMAGING AND IMAGE PROCESSING
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6692233/
https://ncbi.nlm.nih.gov/pubmed/31228267
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.13675
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