Fast decliner phenotype of chronic obstructive pulmonary disease (COPD): applying machine learning for predicting lung function loss

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a heterogeneous group of lung conditions challenging to diagnose and treat. Identification of phenotypes of patients with lung function loss may allow early intervention and improve disease management. We characterised patients with the ‘fa...

Descripción completa

Detalles Bibliográficos
Autores principales: Nikolaou, Vasilis, Massaro, Sebastiano, Garn, Wolfgang, Fakhimi, Masoud, Stergioulas, Lampros, Price, David B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559126/
https://www.ncbi.nlm.nih.gov/pubmed/34716217
http://dx.doi.org/10.1136/bmjresp-2021-000980