Brain tumour is an abnormal growth of cells in the brain, and is a harmful and life-
threatening disease worldwide. The rapid development of tumour cells increases the illness …

Abstract Alzheimer's disease (AD), a severe type of brain disease, can harm memory
function and destroy brain tissue. Different deep learning-based systems have been …

Smart healthcare enhances medical service provision by integrating advanced technologies
and intelligent systems within the healthcare sector. This chapter provides an overview of …

In the field of medical image analysis, the integration of machine learning (ML) models has
significantly enhanced the process of identifying and diagnosing Alzheimer's disease …

This study explores the potential of a convolutional neural network (CNN) combined with the
SMOTE technique for classifying magnetic resonance images (MRI) related to Alzheimer's …

Alzheimer's disease (AD) is one of the main causes of death among elder people. Still, there
is no treatment for this disease, but an early diagnosis can help in slowing down its …