Imaging advances in chronic obstructive pulmonary disease. Insights from the genetic epidemiology of chronic obstructive pulmonary disease (COPDGene) study
SP Bhatt, GR Washko, EA Hoffman… - American journal of …, 2019 - atsjournals.org
The Genetic Epidemiology of Chronic Obstructive Pulmonary Disease (COPDGene) study,
which began in 2007, is an ongoing multicenter observational cohort study of more than …
which began in 2007, is an ongoing multicenter observational cohort study of more than …
Machine learning characterization of COPD subtypes: insights from the COPDGene study
PJ Castaldi, A Boueiz, J Yun, RSJ Estepar, JC Ross… - Chest, 2020 - Elsevier
COPD is a heterogeneous syndrome. Many COPD subtypes have been proposed, but there
is not yet consensus on how many COPD subtypes there are and how they should be …
is not yet consensus on how many COPD subtypes there are and how they should be …
FissureNet: a deep learning approach for pulmonary fissure detection in CT images
SE Gerard, TJ Patton, GE Christensen… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Pulmonary fissure detection in computed tomography (CT) is a critical component for
automatic lobar segmentation. The majority of fissure detection methods use feature …
automatic lobar segmentation. The majority of fissure detection methods use feature …
Subtyping COPD by using visual and quantitative CT imaging features
Background Multiple studies have identified COPD subtypes by using visual or quantitative
evaluation of CT images. However, there has been no systematic assessment of a combined …
evaluation of CT images. However, there has been no systematic assessment of a combined …
Quantitative emphysema on low-dose CT imaging of the chest and risk of lung cancer and airflow obstruction: an analysis of the national lung screening trial
Background Lung cancer risk prediction models do not routinely incorporate imaging metrics
available on low-dose CT (LDCT) imaging of the chest ordered for lung cancer screening …
available on low-dose CT (LDCT) imaging of the chest ordered for lung cancer screening …
Voxel-wise longitudinal parametric response mapping analysis of chest computed tomography in smokers
Rationale and Objectives Chronic obstructive pulmonary disease is a heterogeneous
disease characterized by small airway abnormality and emphysema. We hypothesized that …
disease characterized by small airway abnormality and emphysema. We hypothesized that …
Sparse representation learning using ℓ1− 2 compressed sensing and rank-revealing QR factorization
A Moslemi - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Compressive sensing can be conceptualized for a classification problem in the context of
representation learning, which is frequently applied for signal reconstruction via a few …
representation learning, which is frequently applied for signal reconstruction via a few …
Fleischner Society visual emphysema CT patterns help predict progression of emphysema in current and former smokers: results from the COPDGene study
B El Kaddouri, MJ Strand, D Baraghoshi… - Radiology, 2021 - pubs.rsna.org
Background The correlation between visual emphysema patterns and subsequent
progression of disease may provide a way to enrich a study population for treatment trials of …
progression of disease may provide a way to enrich a study population for treatment trials of …
Subtyping emphysematous COPD by respiratory volume change distributions on CT
H Shima, N Tanabe, A Oguma, K Shimizu, S Kaji… - Thorax, 2023 - thorax.bmj.com
Background There is considerable heterogeneity among patients with emphysematous
chronic obstructive pulmonary disease (COPD). We hypothesised that in addition to …
chronic obstructive pulmonary disease (COPD). We hypothesised that in addition to …
Measuring lung function in airways diseases: current and emerging techniques
Chronic airways diseases, including asthma, COPD and cystic fibrosis, cause significant
morbidity and mortality and are associated with high healthcare expenditure, in the UK and …
morbidity and mortality and are associated with high healthcare expenditure, in the UK and …