Feature engineering of digital health data for machine learning prediction of COPD exacerbations in a real-world cohort
This study demonstrates that machine learning models using real-world data from the myCOPD digital platform can effectively predict COPD exacerbations with improved precision over previous models, though adding wrist-worn step-count data provided no significant additional value.