Identifying Alzheimer Disease Dementia Levels Using Machine Learning Methods. (arXiv:2311.01428v1 [cs.LG])

Dementia, a prevalent neurodegenerative condition, is a major manifestation
of Alzheimer's disease (AD). As the condition progresses from mild to severe,
it significantly impairs the individual's ability to perform daily tasks
independently, necessitating the need for timely and accurate AD
classification. Machine learning or deep learning models have emerged as
effective tools for this purpose. In this study, we suggested an approach for
classifying the four stages of dementia using RF, SVM, and CNN algorithms,
augmented with watershed segmentation for …

alzheimer's arxiv classification deep learning disease machine machine learning major tasks