Measuring performance in health care: case-mix adjustment by boosted decision trees
- 1 October 2004
- journal article
- Published by Elsevier in Artificial Intelligence in Medicine
- Vol. 32 (2), 97-113
- https://doi.org/10.1016/j.artmed.2004.06.001
Abstract
No abstract availableKeywords
This publication has 16 references indexed in Scilit:
- Measuring potentially avoidable hospital readmissionsJournal of Clinical Epidemiology, 2002
- Greedy function approximation: A gradient boosting machine.The Annals of Statistics, 2001
- Summarizing the predictive power of a generalized linear modelStatistics in Medicine, 2000
- Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)The Annals of Statistics, 2000
- Boosting the margin: a new explanation for the effectiveness of voting methodsThe Annals of Statistics, 1998
- The Association Between the Quality of Inpatient Care and Early ReadmissionMedical Care, 1997
- League Tables and Their Limitations: Statistical Issues in Comparisons of Institutional PerformanceJournal of the Royal Statistical Society Series A: Statistics in Society, 1996
- A New Simplified Acute Physiology Score (SAPS II) Based on a European/North American Multicenter StudyJAMA, 1993
- Measuring Hospital PerformanceMedical Care, 1990
- The strength of weak learnabilityMachine Learning, 1990