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

V Nikolaou, S Massaro, W Garn… - BMJ open …, 2021 - bmjopenrespres.bmj.com
Background Chronic obstructive pulmonary disease (COPD) is a heterogeneous group of
lung conditions challenging to diagnose and treat. Identification of phenotypes of patients …

[HTML][HTML] The cardiovascular phenotype of Chronic Obstructive Pulmonary Disease (COPD): Applying machine learning to the prediction of cardiovascular …

V Nikolaou, S Massaro, W Garn, M Fakhimi… - Respiratory …, 2021 - Elsevier
Abstract Background Chronic Obstructive Pulmonary Disease (COPD) is a heterogeneous
group of lung conditions that are challenging to diagnose and treat. As the presence of …

[HTML][HTML] Phenotyping chronic obstructive pulmonary disease (COPD) exacerbations: realising personalised medicine

CE Brightling, BL Barker - Clinical Medicine, 2012 - Elsevier
Chronic obstructive pulmonary disease (COPD) is characterised by airflow obstruction (post-
bronchodilator forced expiratory volume in one second (FEV 1)/forced vital capacity (FVC) …

Disease progression modeling in chronic obstructive pulmonary disease

AL Young, FJS Bragman, B Rangelov… - American journal of …, 2020 - atsjournals.org
Rationale: The decades-long progression of chronic obstructive pulmonary disease (COPD)
renders identifying different trajectories of disease progression challenging. Objectives: To …

[HTML][HTML] Early chronic obstructive pulmonary disease: Beyond spirometry

JA Brebner, AM Turner - World Journal of Respirology, 2013 - wjgnet.com
The significant healthcare burden associated with chronic obstructive pulmonary disease
(COPD) is driving us to improve our understanding of the natural history of this disease …

Clinical COPD phenotypes: a novel approach using principal component and cluster analyses

PR Burgel, JL Paillasseur, D Caillaud… - European …, 2010 - Eur Respiratory Soc
Classification of chronic obstructive pulmonary disease (COPD) is usually based on the
severity of airflow limitation, which may not reflect phenotypic heterogeneity. Here, we …

Unsupervised learning identifies computed tomographic measurements as primary drivers of progression, exacerbation, and mortality in chronic obstructive …

NF Yuan, K Hasenstab, T Retson… - Annals of the …, 2022 - atsjournals.org
Rationale: Chronic obstructive pulmonary disease (COPD) is a heterogeneous syndrome
with phenotypic manifestations that tend to be distributed along a continuum. Unsupervised …

[HTML][HTML] Rationale and design of the early chronic obstructive pulmonary disease (ECOPD) study in Guangdong, China: a prospective observational cohort study

F Wu, Y Zhou, J Peng, Z Deng, X Wen… - Journal of Thoracic …, 2021 - ncbi.nlm.nih.gov
Background Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease
and its clinically relevant subtypes are not well understood. Which clinical characteristics are …

Phenotyping the heterogeneity of chronic obstructive pulmonary disease

BL Barker, CE Brightling - Clinical Science, 2013 - portlandpress.com
COPD (chronic obstructive pulmonary disease) is a heterogeneous disease associated with
significant morbidity and mortality. Current diagnostic criteria based on the presence of fixed …

Considerations and pitfalls in phenotyping and reclassification of chronic obstructive pulmonary disease

J Bon, S Liao, G Tseng, FC Sciurba - Translational Research, 2013 - Elsevier
As the clinical and research focus of chronic obstructive pulmonary disease (COPD) evolves
from regarding obstructive lung disease as a single disease entity to recognizing the …