A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
KU Leuven · Nuffield Orthopaedic Centre · +4 more institutions
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Abstract
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1,907
total citations
- FWCI
- 59.85
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- References
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Authors
6- ECEvangelia Christodoulou
KU Leuven
- JMJie Ma
Nuffield Orthopaedic Centre, University of Oxford
- GSGary S. Collins
Nuffield Orthopaedic Centre, University of Oxford, Oxford University Hospitals NHS Trust
- EWEwout W. Steyerberg
Leiden University
- JYJan Y. Verbakel
University of Oxford, Department of Public Health, KU Leuven
Topics & keywords
Topics
Keywords
- Logistic regression
- Machine learning
- Regression
- Statistics
- Artificial intelligence
- Computer science
- Regression analysis
- Logistic model tree
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