Risk Prediction of Maternal Health by Model Analysis Using Artificial Intelligence

Medical practice is being gradually transformed by artificial intelligence (AI). Diabetes mellitus (DM) is a disease characterized by inadequate control of blood glucose levels, and has the potential to create a healthcare crisis worldwide. Pregnant women who have gestational diabetes mellitus (GDM) may put their unborn children at risk. This form of diabetes can result in larger-than-normal offspring, making vaginal birth more difficult. This chapter presents a case study that uses an analysis of different machine learning methods to suggest a machine learning model for the early detection of gestational diabetes mellitus and the probability that it would proceed to type 2 diabetes.