An Overview of Diabetes Mellitus Prediction Through Machine Learning Approaches

Diabetes, typically stated by medical professionals as DM (Diabetes Mellitus), explains a collection of metabolic illnesses during which the patient has high glucose, either as a result of hypoglycemic agent production is insufficient, or as an outcome of the body's cells doesn't respond properly to the hypoglycemic agent or both. Patients having high blood glucose can usually experience kidney disease (frequent urination), they'll become progressively thirsty (polydipsia) and hungry (polyphagia). For the diagnosis and management of polygenic disease or diabetes mellitus, a number of machine learning approaches are utilized and it is extremely hard to group a disease like diabetes mellitus. The goal of this paper is to study the previous work done in the field of diabetes mellitus assessment and to examine them thoroughly and make conclusions which will provide the directions for future research in this sphere.