The XGBoost model predicts hyperglycemia risk in psoriasis patients with high accuracy, achieving an AUC of 0.821 in the training set. A web-based calculator was developed to facilitate personalized ...
Abstract: The aim of this research is to develop a predictive model for diabetes based on risk factors and associated diseases using ensemble machine learning. The problem addressed in this research ...