5830155
doi
10.35940/ijitee.E8662.0310521
oai:zenodo.org:5830155
Blue Eyes Intelligence Engineering and Sciences Publication
Publisher
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: Classification and Detection using MRI Dataset.
Suhaira V P
Computer Science and Engineering, Mar Athanasius College of Engineering, Kothamangalam, Kerala, India.
issn:2278-3075
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
Alzheimer's Disease, Support Vector Machine, Dementia, OASIS.
<p>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. </p>
Zenodo
2021-03-30
info:eu-repo/semantics/article
5830154
1641649728.164488
473900
md5:1e1e33464e6c1e94dc75edaaac550db2
https://zenodo.org/records/5830155/files/E86620310521.pdf
public
2278-3075
Is cited by
issn
International Journal of Innovative Technology and Exploring Engineering (IJITEE)
10
5
70-72
2021-03-30