Introducing an ensemble method for the early detection of Alzheimer's disease through the analysis of PET scan images

arXiv:2403.15443v1 Announce Type: cross
Abstract: Alzheimer's disease is a progressive neurodegenerative disorder that primarily affects cognitive functions such as memory, thinking, and behavior. In this disease, there is a critical phase, mild cognitive impairment, that is really important to be diagnosed early since some patients with progressive MCI will develop the disease. This study delves into the challenging task of classifying Alzheimer's disease into four distinct groups: control normal (CN), progressive mild cognitive impairment (pMCI), stable mild cognitive impairment (sMCI), …

abstract alzheimer's analysis arxiv behavior cognitive cs.ai cs.cv cs.lg detection disease eess.iv eess.sp ensemble functions images memory pet thinking through type