Correcting for case-mix shift when developing clinical prediction models

Abstract Background When developing a clinical prediction model (CPM), a case-mix shift could occur in the development dataset where the distribution of individual predictors changes, potentially affecting model performance. This study exploits the case-mix shift that is already observed in the deve...

Full description

Saved in:
Bibliographic Details
Main Authors: Haya Elayan, Matthew Sperrin, Glen P. Martin, Niels Peek, Frieder Braunschweig, Jonas Faxén, Joakim Alfredsson, David A. Jenkins
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Medical Research Methodology
Subjects:
Online Access:https://doi.org/10.1186/s12874-025-02621-2
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items