Cargando…
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...
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 |
Ejemplares similares
-
Automated prediction of emphysema visual score using homology-based quantification of low-attenuation lung region
por: Nishio, Mizuho, et al.
Publicado: (2017) -
Spike sorting with Gaussian mixture models
por: Souza, Bryan C., et al.
Publicado: (2019) -
Impact of Emphysema Heterogeneity on Pulmonary Function
por: Ju, Jieyang, et al.
Publicado: (2014) -
Application of the homology method for quantification of low-attenuation lung region inpatients with and without COPD
por: Nishio, Mizuho, et al.
Publicado: (2016) -
Heart sound classification using Gaussian mixture model
por: Shervegar, Madhava Vishwanath, et al.
Publicado: (2018)