The rapidly increasing incidence of Diabetes Mellitus (DM) has shown that DM is a serious
disease that endangered human life in all parts of the world. The late stage of Type-II DM …

In view of the harm of diabetes to the population, we have introduced an ensemble learning
algorithm—EXtreme Gradient Boosting (XGBoost) to predict the risk of type 2 diabetes and …

Diabetes is one of the most common and serious diseases affecting human health. Early
diagnosis and treatment are vital to prevent or delay complications related to diabetes. An …

Diabetes is a chronic condition characterized by elevated blood glucose levels which leads
to organ dysfunction and an increased risk of premature death. The global prevalence of …

Type 2 diabetes mellitus is a severe chronic disease threatening human health and has a
high incidence worldwide. People need to use effective prediction model to diagnose and …

With the rapid advancement and integration of Artificial Intelligence (AI) in medicine, the
need for new developments and accuracy in Machine Learning (ML) models and algorithms …

In the past few years, the growth of diabetes among people became exponential. A health
report tells that about 347 million of world populations are affected by diabetes. Diabetes not …

Introduction: Diabetes is considered one of the leading healthcare concerns affecting
millions worldwide. Taking appropriate action at the earliest stages of the disease depends …

Diabetes is one of the most rapidly spreading diseases in the world, resulting in an array of
significant complications, including cardiovascular disease, kidney failure, diabetic …

Globally, diabetes affects 537 million people, making it the deadliest and the most common
non‐communicable disease. Many factors can cause a person to get affected by diabetes …