Assessment of a Prediction Model for Antidepressant Treatment Stability Using Supervised Topic Models

Abstract

The findings suggest that coded clinical data available in electronic health records may facilitate prediction of general treatment response but not response to specific medications. Although greater discrimination is likely required for clinical application, the results provide a transparent baseline for such studies.