COPD phenotypes and machine learning cluster analysis: A systematic review and future research agenda.

doi:10.1016/j.rmed.2020.106093

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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 intensit...

Topics

Algorithms
Biomarkers
Cluster Analysis
Comorbidity
Genomics
Humans
Machine Learning
Phenotype
Pulmonary Disease, Chronic Obstructive
Research

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