International Journal of Medical Informatics · 2018 · 49 citations · 53 references
ComputingBiomedical InformaticsHealth InformaticsDiabetologyPredictive AnalyticsRisk AnalyticsDiabetes MellitusDiabetes PreventionPredictive ModelingRisk PredictionRisk ScoringRisk StratificationChronic Disease Risk PredictionClinical Risk Prediction ToolsDisease Risk PredictionPredictive Analytics For PreventionPredictive Risk ScoringType 2 Diabetes Risk AssessmentType 2 Diabetes Risk Reduction
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Assessing the Performance of Prediction Models
Ewout W. Steyerberg, Andrew J. Vickers, Nancy R. Cook et al. · Epidemiology · 2009 · 4.9K citations · Full text