Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach

Prediction of Chronic Obstructive Pulmonary Disease Exacerbation Events by Using Patient Self-reported Data in a Digital Health App: Statistical Evaluation and Machine Learning Approach

Authors of this article:

Francis P Chmiel ¹ ;   Dan K Burns ¹ ;   John Brian Pickering ¹ ;   Alison Blythin ² ;   Thomas MA Wilkinson ^{2, 3, 4} ;   Michael J Boniface ¹