2 papers
cs.LG2025
Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients -- a practical guide
Elena Albu, Shan Gao, Pieter Stijnen +6
Dynamic predictive modelling using electronic health record (EHR) data has gained significant attention in recent years. The reliability and trustworthiness of such models depend h…
stat.ME2019
On the variability of regression shrinkage methods for clinical prediction models: simulation study on predictive performance
Ben Van Calster, Maarten van Smeden, Ewout W. Steyerberg
When developing risk prediction models, shrinkage methods are recommended, especially when the sample size is limited. Several earlier studies have shown that the shrinkage of mode…