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Classification of Tidal Breathing Airflow Profiles Using Statistical Hierarchal Cluster Analysis in Idiopathic Pulmonary Fibrosis

In idiopathic pulmonary fibrosis (IPF) breathing pattern changes with disease progress. This study aims to determine if unsupervised hierarchal cluster analysis (HCA) can be used to define airflow profile differences in people with and without IPF. This was tested using 31 patients with IPF and 17 m...

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Detalles Bibliográficos
Autores principales: Williams, E. Mark, Colasanti, Ricardo, Wolffs, Kasope, Thomas, Paul, Hope-Gill, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6165053/
https://www.ncbi.nlm.nih.gov/pubmed/30213144
http://dx.doi.org/10.3390/medsci6030075