Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis
Abstract & Details
Research Area
Computer Engineering
Keywords
Alzheimer
Brain Disease
Deep Learning Model
CNN
Abstract
Alzheimer's disease (AD) presents a
pressing challenge in modern healthcare due to
its increasing presence in society and the need
for early and accurate diagnosis in due course of
time. This abstract exemplifies a novel and
efficient method in utilising various techniques
for the detection and classification of
Alzheimer's disease through imaging data
analysis.The proposed methodology involves the
application of neural networks to also effectively
understand various medical imaging parameters
such as MRI and functional imaging data.
These neural network architectures aim to
automatically extract intricate patterns and
features from brain images, enabling the
identification of potential biomarkers and
pattern impressions associated with Alzheimer's
disease.This study uses an exhaustive
comprehensive dataset which comprises imaging
scans of individuals diagnosed with Alzheimer's
disease and normal healthy brain.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Satwik Bhardwaj | Poornima Institute of Engineering and Technology |
| 2 | Shantanu Kundu | Poornima Institute of Engineering and Technology |
| 3 | Shakti Sarada Prasad | Poornima Institute of Engineering and Technology |
| 4 | Jayshree Surolia | Poornima Institute of Engineering and Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Bhardwaj, Satwik, Kundu, Shantanu, Prasad, Shakti Sarada, & Surolia, Jayshree (2024). Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis. International Journal of Advance Research and Innovative Ideas In Education, 10(2), 4715-4723.
MLA Style
Bhardwaj, Satwik, et al. "Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, 2024, pp. 4715-4723.
IEEE Style
Satwik Bhardwaj, Shantanu Kundu, Shakti Sarada Prasad, and Jayshree Surolia, "Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 2, pp. 4715-4723, 2024.
Vancouver Style
Bhardwaj Satwik, Kundu Shantanu, Prasad Shakti Sarada, Surolia Jayshree. Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(2):4715-4723.
Harvard Style
Bhardwaj, Satwik, Kundu, Shantanu, Prasad, Shakti Sarada, & Surolia, Jayshree (2024) 'Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis', International Journal of Advance Research and Innovative Ideas In Education, 10(2), pp. 4715-4723.
Chicago Style
Bhardwaj, Satwik, et al. "Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 4715-4723.
Turabian Style
Bhardwaj, Satwik, et al. "Revised Algorithm for Alzheimer Detection using DL Model and it’s Analysis." International Journal of Advance Research and Innovative Ideas In Education 10, no. 2 (2024): 4715-4723.
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