Machine Learning Prediction of Progression in Forced Expiratory Volume in 1 Second in the COPDGene® Study

Background: The heterogeneous nature of chronic obstructive pulmonary disease (COPD) complicates the identification of the predictors of disease progression. We aimed to improve the prediction of disease progression in COPD by using machine learning and incorporating a rich dataset of phenotypic fea