EHR Machine Learning Predicted Clozapine Initiation in Schizophrenia
TL;DR: A 2026 preprint in medRxiv trained machine-learning models on Danish electronic health records and found that an XGBoost model predicted clozapine initiation within 365 days with an AUROC of 0.81 in patients with schizophrenia or schizoaffective disorder. Key Findings 229,761 prediction times: The main model used routine psychiatric hospital contacts from 5,806 patients after …
