The incidence of diabetic retinopathy (DR) has increased at a rapid pace in recent years all
over the world. Diabetic eye illness is identified as one of the most common reasons for …

The early diagnosis of chronic diseases plays a vital role in the field of healthcare
communities and biomedical, where it is necessary for detecting the disease at an initial …

Dermoscopy images can be classified more accurately if skin lesions or nodules are
segmented. Because of their fuzzy borders, irregular boundaries, inter-and intra-class …

Diabetes is an acute disease that happens when the pancreas cannot produce enough
insulin. It can be fatal if undiagnosed and untreated. If diabetes is revealed early enough, it …

There is a consistent rise in chronic diseases worldwide. These diseases decrease immunity
and the quality of daily life. The treatment of these disorders is a challenging task for medical …

Abstract Background Machine Learning (ML) represents a rapidly growing technology that
supplies the most effective solutions for solving complex problems. The application of ML …

Advanced predictive analytics coupled with an effective attribute selection method plays a
pivotal role in the precise assessment of chronic disorder risks in patients. Traditional …

A sustainable healthcare focuses on enhancing and restoring public health parameters
thereby reducing gloomy impacts on social, economic and environmental elements of a …

Abstract Machine learning helps construct predictive models in clinical data analysis,
predicting stock prices, picture recognition, financial modelling, disease prediction, and …

An Autism Spectrum Disorder (ASD) affected child faces significant difficulties in social
interactive activities. There is an eminent requirement of a real-time and easy-to-access …