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Keyphrases
Machine Learning
100%
Pre-diabetes (pre-DM)
100%
Combined Strategy
100%
Feature Selection
100%
Screening Tool
80%
Diabetes Screening
60%
Centers for Disease Control
60%
Area under the Receiver Operating Characteristic (AUROC)
60%
NHANES
40%
National Health Interview Survey
40%
Exposure Parameters
40%
Internal Validation
40%
Model Evaluation
40%
US Population
20%
Machine Learning Algorithms
20%
Odds Ratio
20%
American Diabetes Association
20%
Feature Combination
20%
Performance Prediction
20%
Validation Data
20%
Training Data
20%
Logistic Model
20%
Feature Selection Methods
20%
Curve Model
20%
Resampling Methods
20%
External Validation
20%
Ensemble Model
20%
Nonlinear Ensemble
20%
Recommended Screening
20%
Prediabetes Prevalence
20%
Clinical Decision-making
20%
Training Dataset
20%
Predictive Model
20%
Nationally Representative Sample
20%
Medicine and Dentistry
Impaired Glucose Tolerance
100%
Feature Extraction
100%
Diseases
33%
National Health and Nutrition Examination Survey
22%
Diabetes
11%
Prevalence
11%
Clinical Decision Making
11%
Odds Ratio
11%
Machine Learning Algorithm
11%