Comparing Machine Learning Models for Identifying Chronic Cough Using Diagnosis and Medication in the Electronic Health Records

Abstract

Chronic cough (CC), a cough of eight or more weeks is often multifactorial and can impair patients’ quality of life. We investigated the potential of machine learning models for CC prediction using the diagnoses and medications in the electronic health records (EHRs).