19c96fd517d854497e8-2486 20220216011537781 beie:beie director@blueeyesintelligence.org WEB-FORM International Journal of Innovative Technology and Exploring Engineering IJITEE 22783075 10.35940/ijitee https://www.ijitee.org/ 03 30 2021 10 5 Computer Science and Engineering, Mar Athanasius College of Engineering, Kothamangalam, Kerala, India. Suhaira V P Sita S Computer Science and Engineering, Mar Athanasius College of Engineering, Kothamangalam, Kerala, India. Prof. Joby George Associate Professor and Head, Computer Science and Engineering, Mar Athanasius College of Engineering, Kothamangalam, Kerala, India Alzheimer’s disease (AD) is a hereditary brain condition that is incurable and progresses over time. Patients with Alzheimer’s disease experience memory loss, uncertainty, and difficulty speaking, reading, and writing as a result of this condition. Alzheimer’s disease eventually affects the portion of the brain that controls breathing and heart function, leading to death. This framework proposes the OASIS (Open Access Series of Imaging Studies) dataset, which contains the existing MRI data set, which is comprised of a longitudinal sample of 150 subjects aged 60 to 96 who were all acquired on the same scanner using similar sequences. This paper uses a combination of brain MRI scans and psychological parameters to predict disease with high accuracy using various classifier algorithms, and the results can be compared to improve performance. 03 30 2021 70 72 CC BY-NC-ND 4.0 10.35940/BEIESP.CrossMarkPolicy www.ijitee.org true 10.35940/ijitee.E8662.0310521 https://www.ijitee.org/portfolio-item/E86620310521/