Survey of Alzheimer's
Abstract & Details
Research Area
Machine Learning (Computer Engineering)
Keywords
Alzheimer Disease AD
Convolution Neural Network
Deep Neural Network
Deep Convolution Neural Network
Abstract
Alzheimer's disease (AD) is one of the type of dementia. This is one of the harmful disease which can lead to death and yet there is no treatment. There is no current technique which is 100% accurate for the treatment of this disease. In recent years, Neuroimaging combined with machine learning techniques have been used for detection of Alzheimer's disease. Based on our survey we came across many methods like Convolution Neural Network(CNN) where in each brain area is been split into small three dimensional patches which acts as input samples for CNN. The other method used was Deep Neural Networks(DNN) where the brain MRI images are segmented to extract the brain chambers and then features are extracted from the segmented area. There are many such methods which can be used for detection of Alzheimer’s Disease.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Gowthami Chamarajan | Dayananda Sagar Academy of Technology and Management |
| 2 | Charishma Y | Dayananda Sagar Academy of Technology and Management |
| 3 | Harshitha G M | Dayananda Sagar Academy of Technology and Management |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Chamarajan, Gowthami, Y, Charishma, & M, Harshitha G (2021). Survey of Alzheimer's. International Journal of Advance Research and Innovative Ideas In Education, 7(2), 1583-1588.
MLA Style
Chamarajan, Gowthami, et al. "Survey of Alzheimer's." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, 2021, pp. 1583-1588.
IEEE Style
Gowthami Chamarajan, Charishma Y, and Harshitha G M, "Survey of Alzheimer's," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, pp. 1583-1588, 2021.
Vancouver Style
Chamarajan Gowthami, Y Charishma, M Harshitha G. Survey of Alzheimer's. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(2):1583-1588.
Harvard Style
Chamarajan, Gowthami, Y, Charishma, & M, Harshitha G (2021) 'Survey of Alzheimer's', International Journal of Advance Research and Innovative Ideas In Education, 7(2), pp. 1583-1588.
Chicago Style
Chamarajan, Gowthami, Charishma Y, and Harshitha G M. "Survey of Alzheimer's." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 1583-1588.
Turabian Style
Chamarajan, Gowthami, Charishma Y, and Harshitha G M. "Survey of Alzheimer's." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 1583-1588.
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