Predictive analytics has gained a lot of reputation in the emerging technology Big data.
Predictive analytics is an advanced form of analytics. Predictive analytics goes beyond data …

Predicting the health status of patients suffering from diabetic is an important task in the
health sector because the medical history of diabetic evidenced that it is a slow killer. If data …

Diabetes is a chronic, metabolic disease characterized by high blood sugar levels. Among
the main types of diabetes, type 2 is the most common. Early diagnosis and treatment can …

Machine learning gained a significant position in healthcare services (HCS) due to its ability
to improve the disease prediction in HCS. Machine learning techniques and artificial …

We sought to verify the reliability of machine learning (ML) in developing diabetes prediction
models by utilizing big data. To this end, we compared the reliability of gradient boosting …

Diabetes mellitus is often a hyperglycemic condition that poses a substantial threat to human
health. Early diabetes detection decreases morbidity and mortality. Due to the scarcity of …

Diabetes, one of the top 10 causes of death worldwide, is associated with the interaction
between lifestyle, psychosocial, medical conditions, demographic, and genetic risk factors …

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 …

Diabetes, also known as chronic illness, is a group of metabolic diseases due to a high level
of sugar in the blood over a long period. The risk factor and severity of diabetes can be …

Diabetes is one of the most deadly and chronic diseases which cause an increase in blood
sugar. If diabetes remains untreated and unidentified many difficulties may arise due to that …