Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure

Abstract

Machine learning models combining chest radiographs and EHR data can accurately differentiate between common causes of ARF. Further work is needed to determine how these models could act as a diagnostic aid to clinicians in clinical settings.