PLOS Medicine
View Journal Article / Working PaperEmergency admissions are a major source of healthcare spending. This research paper aimed to derive, validate, and compare conventional and machine learning models for prediction of the first emergency admission. It found that that standard machine learning models not only outperformed the best statistical model but they did so with a substantially better performance and calibration.