Reporting of Model Performance and Statistical Methods in Studies That Use Machine Learning to Develop Clinical Prediction Models: Protocol for a Systematic Review
Reporting of Model Performance and Statistical Methods in Studies That Use Machine Learning to Develop Clinical Prediction Models: Protocol for a Systematic Review
Colin George Wyllie Weaver
1
, BSc ;
Robert B Basmadjian
1
, MSc ;
Tyler Williamson
1
, PhD ;
Kerry McBrien
1, 2
, MPH, MD ;
Tolu Sajobi
1
, PhD ;
Devon Boyne
3
, PhD ;
Mohamed Yusuf
4
, MSc ;
Paul Everett Ronksley
1
, PhD
1
Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
2
Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
3
Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
4
Faculty of Science & Engineering, Manchester Metropolitan University, Manchester, United Kingdom
Corresponding Author:
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Paul Everett Ronksley, PhD
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Department of Community Health Sciences
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Cumming School of Medicine
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University of Calgary
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Teaching, Research, and Wellness Building 3E18B
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3280 Hospital Drive NW
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Calgary, AB, T2N 4Z6
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Canada
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Phone:
1 403-220-8820
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Email: peronksl@ucalgary.ca