Diabetes Mellitus is a severe, chronic disease that occurs when blood glucose levels rise
above certain limits. Over the last years, machine and deep learning techniques have been …

Type 2 diabetes has recently acquired the status of an epidemic silent killer, though it is non-
communicable. There are two main reasons behind this perception of the disease. First, a …

Abstract Background and Objective Diabetes mellitus is a metabolic disorder characterized
by hyperglycemia, which results from the inadequacy of the body to secrete and respond to …

Accuracy of a classifier is important for the success of any prediction model. The more
accuracy a classifier possesses, the more robust the system is made on it. In this paper, a …

Background Diabetes is a very common disease today and has acquired a worrying focus in
the field of public health globally, in fact, it is estimated that the number of people with …

The Air Quality Index (AQI) dataset contains information on measurements of pollutants and
ambient air quality conditions at certain location that can be used to predict air quality …

Datasets associated with medical and healthcare domains are imbalanced in nature. An
imbalanced dataset refers to a classification dataset where the number of instances of a …

According to the World Health Organization (WHO), some chronic diseases such as
diabetes mellitus, stroke, cancer, cardiac vascular, kidney failure, and hypertension are …

Diabetes type 2 (T2DM) is a common chronic disease, increasingly leading to many
complications and affecting vital organs. Hyperglycemia is the main characteristic caused by …

Type II diabetes mellitus (T2DM) is a rising global health burden due to its rapidly increasing
prevalence worldwide, and can result in serious complications. Therefore, it is of utmost …