Design of intelligent diabetes mellitus detection system using hybrid feature selection based XGBoost classifier - Prabha, Anju; Yadav, Jyoti; Rani, Asha; Singh, Vijander (Computers in biology and medicine, 2021)
Keywords: Accuracy; Age; Algorithms; Artificial intelligence; Classification; Classifiers; Computer applications; Datasets; Decision trees; Deep learning; Diabetes; Diabetes detection; Diabetes mellitus; Diabetic retinopathy; Electrocardiography; Feature selection; Glucose; Hybrid systems; Insulin; Internal Medicine; Laboratories; Learning algorithms; Machine learning; MFCC; Neural networks; Optimization techniques; Other; Physiology; Polypharmacy; PPG; Smartphones; Support vector machines; XGBoost; Feature selection; MFCC; PPG; XGBoost; Diabetes detection