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...
Saved in:
| 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
-
Clinical and immunological insights into SARS-CoV-2 reinfection: a propensity score-matched cohort study
by: Chenxi Zhao, et al.
Published: (2025-08-01) -
Short-term and Long-term Clinical Outcomes of Combined Caudate Lobectomy for Intrahepatic Cholangiocarcinoma Involving the Hepatic Hilus: A Propensity Score Analysis
by: Di Zeng, et al.
Published: (2025-05-01) -
Propensity score matching analysis of the effect of four or more antenatal care visits on basic childhood immunization in Ethiopia
by: Misganaw Guadie Tiruneh, et al.
Published: (2025-08-01) -
A COMPARISON OF LOGISTIC REGRESSION, MIXED LOGISTIC REGRESSION, AND GEOGRAPHICALLY WEIGHTED LOGISTIC REGRESSION ON PUBLIC HEALTH DEVELOPMENT IN JAVA
by: Erwan Setiawan, et al.
Published: (2025-01-01) -
Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography Applications Using Sliding-Window Normalization
by: Taichi Tanaka, et al.
Published: (2025-07-01)