Abstract In Machine Learning (ML), Feature Selection (FS) plays a crucial part in reducing
data's dimensionality and enhancing any proposed framework's performance. However, in …

Alzheimer's disease is a common and complex brain disorder that primarily affects the
elderly. Because it is progressing and has few effective therapies, it requires a thorough …

The most common causes of blindness in adults worldwide, 2.6% of them are caused by
diabetic retinopathy, which is a progressive disease caused by complications of diabetes …

The diagnosis of retinal diseases using the vasculature of Fundus images has long been a
focus of both ophthalmologists and medical research. Using computer-aided techniques to …

Diabetic retinopathy (DR) stands as a leading cause of global blindness. Early identification
and prompt treatment are essential to prevent vision impairment caused by DR. Manual …

Diabetic Retinopathy (DR) is an intricacy of diabetes that affects the eyes. In this paper, we
have proposed a hybrid pre-processing and feature extraction technique named as …

Machine learning models have proven their use in the medical field, assisting physicians in
early diagnosis of serious diseases. Diabetic retinopathy is one of such diseases that could …

Diabetic retinopathy (DR) is a common complication of diabetes mellitus and can lead to
irreversible blindness. To date, DR is the leading cause of blindness and visual impairment …

Background: Breast cancer is one of the most devastating and prominent reasons for
women's life loss on the planet today. Therefore, the development of tools for the early …

Diabetic Retinopathy (DR) is an eye disease which occurs due to enormous glucose level in
the blood among diabetic patients. The diabetic patients are having higher chances of …