This repository contains the source code used for the research article titled "Using generative AI to improve the performance and interpretability of rule-based diagnosis of type 2 diabetes mellitus." The code implements a novel approach that integrates generative artificial intelligence (AI) techniques with rule-based diagnosis systems to enhance both the accuracy and interpretability of diagnosing type 2 diabetes mellitus.
The data used in our study is publicly accessible through the Kaggle: https://www.kaggle.com/uciml/pima-indians-diabetes-database