Alzheimer's Disease Detection Using Machine Learning

Dhananjay Ashok Kingre; Gayatri Patil; Sanskruti Kalyani Kamshetti; Nikita Rajendra Phad; Samruddhi Gautam Bansod

Alzheimer's Disease Detection Using Machine Learning

March 2023

Vol-9, Issue-2

Paper ID: 19468

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Information Technology

Keywords

Alzheimer's detection CNN Algorithm EEG Features Complexity Literature Survey Non-linear Biomarkers Result Demography Login Create Account Prediction Grid pre-processing Training weight values pixel values Future scope MR image analysis extracted Conclusion.

Abstract

Alzheimer disease is one of the most common and fastest growing neurodegenerative diseases in the western countries. Development of different biomarkers tools are key issues for diagnosis of alzheimer's disease and its progression. prediction of cognitive performance of subjects from EEG and identification of relevant biomarkers are some of the research problems. This paper focuses on new features for diagnosis of alzheimer's disease using EEG signals with effective increase in diagnostic accuracy.

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Author Information

#	Name	Institute / Affiliation
1	Dhananjay Ashok Kingre	Genba sopanrrao moze college of engineering balewadi , pune
2	Gayatri Patil	Genba sopanrrao moze college of engineering balewadi , pune
3	Sanskruti Kalyani Kamshetti	Genba sopanrrao moze college of engineering balewadi , pune
4	Nikita Rajendra Phad	Genba sopanrrao moze college of engineering balewadi , pune
5	Samruddhi Gautam Bansod	Genba sopanrrao moze college of engineering balewadi , pune

How to Cite

Use the following formats to cite this article in your research.

APA Style

Kingre, Dhananjay Ashok, Patil, Gayatri, Kamshetti, Sanskruti Kalyani, Phad, Nikita Rajendra, & Bansod, Samruddhi Gautam (2023). Alzheimer's Disease Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 772-778.

MLA Style

Kingre, Dhananjay Ashok, et al. "Alzheimer's Disease Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 772-778.

IEEE Style

Dhananjay Ashok Kingre, Gayatri Patil, Sanskruti Kalyani Kamshetti, Nikita Rajendra Phad, and Samruddhi Gautam Bansod, "Alzheimer's Disease Detection Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 772-778, 2023.

Vancouver Style

Kingre Dhananjay Ashok, Patil Gayatri, Kamshetti Sanskruti Kalyani, Phad Nikita Rajendra, Bansod Samruddhi Gautam. Alzheimer's Disease Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):772-778.

Harvard Style

Kingre, Dhananjay Ashok, Patil, Gayatri, Kamshetti, Sanskruti Kalyani, Phad, Nikita Rajendra, & Bansod, Samruddhi Gautam (2023) 'Alzheimer's Disease Detection Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 772-778.

Chicago Style

Kingre, Dhananjay Ashok, et al. "Alzheimer's Disease Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 772-778.

Turabian Style

Kingre, Dhananjay Ashok, et al. "Alzheimer's Disease Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 772-778.