Article
COPD phenotypes and machine learning cluster analysis: A systematic review and future research agenda.
Respiratory medicine - 1 Sept 2020
Nikolaou Vasilis, Massaro Sebastiano, Fakhimi Masoud, Stergioulas Lampros, Price David
Abstract excerpt
Chronic Obstructive Pulmonary Disease (COPD) is a highly heterogeneous condition projected to become the third leading cause of death worldwide by 2030. To better characterize this condition, clinicians have classified patients sharing certain symptomatic characteristics, such as symptom intensity and history of exacerbations, into distinct phenotypes. In recent years, the growing use of machine learning...
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