Article
The cardiovascular phenotype of Chronic Obstructive Pulmonary Disease (COPD): Applying machine learning to the prediction of cardiovascular comorbidities.
Respiratory medicine - 1 Sept 2021
Nikolaou Vasilis, Massaro Sebastiano, Garn Wolfgang, Fakhimi Masoud, Stergioulas Lampros, Price David
Abstract excerpt
BACKGROUND: Chronic Obstructive Pulmonary Disease (COPD) is a heterogeneous group of lung conditions that are challenging to diagnose and treat. As the presence of comorbidities often exacerbates this scenario, the characterization of patients with COPD and cardiovascular comorbidities may allow early intervention and improve disease management and care. METHODS: We analysed a 4-year observational cohort of 6883...
Topics
- Aged
- Aged, 80 and over
- Cardiovascular Diseases
- Cluster Analysis
- Comorbidity
- Disease Progression
- Female
- Humans
- Machine Learning
- Male
- Phenotype