Using Generative AI to Improve the Performance and Interpretability of Rule-Based Diagnosis of Type 2 Diabetes Mellitus - Kopitar, Leon; Fister, Iztok; Stiglic, Gregor (Information (Basel), 2024)
Keywords: Accuracy; Analysis; association rule mining; Classification; Computational linguistics; Data mining; Datasets; Decision analysis; Decision making; Dextrose; Diabetes; Diabetes mellitus; Diabetic retinopathy; Diagnosis; diagnostics; Generative artificial intelligence; Glucose; GPT; Insulin; interpretability; Language processing; Machine learning; Natural language interfaces; Natural language processing; Optimization algorithms; Patients; Performance enhancement; Public health; Regression analysis; Similarity; Source code; Tables (data); Type 2 diabetes; India