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 …
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 …
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 …
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) …
bronchodilator forced expiratory volume in one second (FEV 1)/forced vital capacity (FVC) …
Disease progression modeling in chronic obstructive pulmonary disease
Rationale: The decades-long progression of chronic obstructive pulmonary disease (COPD)
renders identifying different trajectories of disease progression challenging. Objectives: To …
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 …
(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 …
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 …
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 …
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 …
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
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 …
from regarding obstructive lung disease as a single disease entity to recognizing the …