Using causal rule mining to identify opportunities for value improvement in regional CABG care: A proof-of-concept study
CRM helped identify potential explanations for certain outcomes and care consumption, providing structured input for hypothesis-driven quality improvement and supporting efforts to enhance patient value.
Authors
- Sophie van Heuveln
- Lukas R.C. Dekker
- Mohamed A. Soliman-Hamad Veghel
- Dennis van Veghel
- Mileen R.D. van de Kar
- Gijs J. van Steenbergen
- Rik Eshuis
- Erwin S.H. Tan
Institutions
- Radboud University Nijmegen (NL)
- Catharina Ziekenhuis (NL)
- Eindhoven University of Technology (NL)
Publication Details
- Journal
- International Journal of Medical Informatics
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1016/j.ijmedinf.2026.106317
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00