An uncertainty-aware approach to postoperative knee satisfaction prediction after total knee arthroplasty: nested cross-fitted ensemble learning with conformal prediction intervals
Open Access
- 19 August 2026
- journal article
- research article
- Published by Springer Nature in BMC Medical Informatics and Decision Making
- Vol. 26 (1)
Abstract
No abstract availableKeywords
This publication has 41 references indexed in Scilit:
- Ensemble learning for operations research and business analyticsAnnals of Operations Research, 2025
- Improving conformalized quantile regression through cluster-based feature relevanceExpert Systems with Applications, 2023
- Linear Model Selection and Regularization2021
- Communicating Uncertainty: a Narrative Review and Framework for Future ResearchJournal of General Internal Medicine, 2019
- Stacked generalization: an introduction to super learningEuropean Journal of Epidemiology, 2018
- Patient Dissatisfaction Following Total Knee Arthroplasty: A Systematic Review of the LiteratureThe Journal of Arthroplasty, 2017
- Mean Absolute Percentage Error for regression modelsNeurocomputing, 2016
- Super Learning2011
- Inductive Confidence Machines for Regression2002
- Ensemble Methods in Machine Learning2000