AI-Powered Predictive Models for Early Diagnosis of Chronic Diseases Using EHR Data

Chronic diseases represent a significant burden on global healthcare systems due to their long-term nature and high treatment costs. Early diagnosis is critical in managing these diseases effectively. This research proposes the development and evaluation of AI-powered predictive models leveraging electronic health record (EHR) data to enable early detection of chronic conditions such as diabetes, cardiovascular disease, and chronic kidney disease. Using a combination of logistic regression, rand