Single Nucleotide Polymorphism relevance learning with Random Forests for Type 2 diabetes risk prediction - López, Beatriz; Torrent-Fontbona, Ferran; Viñas, Ramón; Fernández-Real, José Manuel (Artificial intelligence in medicine, 2018)
Keywords: Clinical Decision-Making; Decision Support Systems, Clinical; Decision Support Techniques; Decision Trees; Diabetes Mellitus, Type 2 - diagnosis; Diabetes Mellitus, Type 2 - genetics; Diabetes Mellitus, Type 2 - therapy; Feature learning; Genetic Predisposition to Disease; Gini importance; Humans; Logistic Models; Phenotype; Polymorphism, Single Nucleotide; Predictive model; Prognosis; Random Forest; Risk Assessment; Risk Factors; Support Vector Machine; Type 2 diabetes; Type 2 diabetes; Feature learning; Gini importance; Predictive model; Random Forest