Automated CT staging of chronic obstructive pulmonary disease severity for predicting disease progression and mortality with a deep learning convolutional neural …
KA Hasenstab, N Yuan, T Retson… - Radiology …, 2021 - pubs.rsna.org
… to automate quantification of emphysema and air trapping … disease severity. We then
assessed the ability of our CT-based criteria to prognosticate disease progression and mortality…
assessed the ability of our CT-based criteria to prognosticate disease progression and mortality…
Predicting disease severity and outcome in COVID-19 patients: a review of multiple biomarkers
Y Tjendra, AF Al Mana, AP Espejo… - … of pathology & …, 2020 - meridian.allenpress.com
… counts were useful in predicting disease severity and clinical … increase correlated with
disease severity. Secondary bacterial … , asthma, and chronic obstructive pulmonary disease were …
disease severity. Secondary bacterial … , asthma, and chronic obstructive pulmonary disease were …
Incorporating biomarkers in COPD management: the research keeps going
I Pantazopoulos, K Magounaki, O Kotsiou… - Journal of Personalized …, 2022 - mdpi.com
… Moreover, studies showed a positive relationship between disease severity and high
MUC5AC levels [59]. The results of pulmonary function tests revealed an inverse relationship …
MUC5AC levels [59]. The results of pulmonary function tests revealed an inverse relationship …
Biomarkers in chronic obstructive pulmonary disease: the gateway to precision medicine
S Milne, DD Sin - Clinics in Chest Medicine, 2020 - chestmed.theclinics.com
… outlines the characteristics of useful biomarkers while highlighting some of the challenges
of biomarker research in a complex disease, such as COPD. … Surrogate for disease severity …
of biomarker research in a complex disease, such as COPD. … Surrogate for disease severity …
Markers of disease activity in COPD: an 8-year mortality study in the ECLIPSE cohort
B Celli, N Locantore, JC Yates, P Bakke… - European …, 2021 - Eur Respiratory Soc
… of systemic biomarkers for … of multiple candidates for surrogate markers of disease activity
in a large, well-characterised cohort of COPD patients with varying degrees of disease severity …
in a large, well-characterised cohort of COPD patients with varying degrees of disease severity …
Multi-omics study on biomarker and pathway discovery of chronic obstructive pulmonary disease
Y Tang, Z Chen, Z Fang, J Zhao, Y Zhou… - Journal of Breath …, 2021 - iopscience.iop.org
… The results suggested that the dysregulation of several phagocytosis-related … COPD
patients was correlated to the level of obstruction and disease severity, as well as emphysema in …
patients was correlated to the level of obstruction and disease severity, as well as emphysema in …
Protein biomarkers for COPD outcomes
KA Serban, KA Pratte, RP Bowler - Chest, 2021 - Elsevier
… biomarkers. This review focuses on protein biomarkers associated with clinically relevant
COPD outcomes. The prototypic COPD protein biomarker is alpha-1 antitrypsin; however, this …
COPD outcomes. The prototypic COPD protein biomarker is alpha-1 antitrypsin; however, this …
Clustering-based COPD subtypes have distinct longitudinal outcomes and multi-omics biomarkers
… of progression used to assess COPD progression have not been previously reported. This
finding emphasises the fact that disease activity and disease severity … patients with COPD.1 44 …
finding emphasises the fact that disease activity and disease severity … patients with COPD.1 44 …
Emphysema progression at CT by deep learning predicts functional impairment and mortality: results from the COPDGene study
… significance of increased emphysema severity, as graded by a deep learning algorithm on
sequential CT scans according to the Fleischner Society emphysema classification system in …
sequential CT scans according to the Fleischner Society emphysema classification system in …
Predicting severe chronic obstructive pulmonary disease exacerbations using quantitative CT: a retrospective model development and external validation study
MFA Chaudhary, EA Hoffman, J Guo… - The Lancet Digital …, 2023 - thelancet.com
… To our knowledge, this is the first study to investigate and validate CT biomarkers for
predicting severe exacerbations of COPD. We also showed that these biomarkers can be used to …
predicting severe exacerbations of COPD. We also showed that these biomarkers can be used to …