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Heterogeneity in pulmonary emphysema: Analysis of CT attenuation using Gaussian mixture model

PURPOSE: To utilize Gaussian mixture model (GMM) for the quantification of chronic obstructive pulmonary disease (COPD) and to evaluate the combined use of multiple types of quantification. MATERIALS AND METHODS: Eighty-seven patients (67 men, 20 women; age, 67.4 ± 11.0 years) who had undergone comp...

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Detalles Bibliográficos
Autores principales: Nishio, Mizuho, Tanaka, Yutaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5812649/
https://www.ncbi.nlm.nih.gov/pubmed/29444178
http://dx.doi.org/10.1371/journal.pone.0192892