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Title: :  ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM
PaperId: :  22801
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22801
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Lavanya DanaboyinaVasireddy Venkatadri Institute Of Technology
Chandupriya BandakindaVasireddy Venkatadri Institute Of Technology
Jaya Keerthi ChinthalapudiVasireddy Venkatadri Institute Of Technology
Bhargavi GollaVasireddy Venkatadri Institute Of Technology

Abstract

Machine Learning
Alzheimer’s disease, Machine Learning, SVM
Alzheimer's disease (AD) is the leading cause of dementia in older adults. In Alzheimer's disease, the brain is affected by neurodegenerative changes. As our aging population increases, more and more individuals, their families, and healthcare will experience diseases that affect memory and functioning. These effects will be profound on the social, financial, and economic fronts. In its early stages, Alzheimer's disease is hard to predict. A treatment given at an early stage of Alzheimer's disease (AD) is more effective, and it causes fewer minor damage than a treatment done at a later stage. The paper proposes a technique based on Support Vector Machine that identify the best parameters for Alzheimer's disease prediction. Predictions of Alzheimer's disease are based on Magnetic resonance imaging (MRI) data, and performance is measured with parameters like Precision, Recall, Accuracy, and F1-score for ML model. The proposed classification scheme can be used by doctors to make diagnoses of these diseases. It is highly beneficial to lower annual mortality rates of Alzheimer's disease in early diagnosis with this Machine Learning(ML) algorithm.

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IJARIIE Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. "ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 706-712
MLA Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. "ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 706-712.
APA Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, & Bhargavi Golla. (2024). ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 706-712.
Chicago Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. "ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 706-712.
Oxford Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. 'ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 706-712. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ALZHEIMER’S_DETECTION_AND_CLASSIFICATION_USING_SVM_ijariie22801.pdf (Accessed : ).
Harvard Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. (2024) 'ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 706-712IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ALZHEIMER’S_DETECTION_AND_CLASSIFICATION_USING_SVM_ijariie22801.pdf (Accessed : )
IEEE Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla, "ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 706-712, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/ALZHEIMER’S_DETECTION_AND_CLASSIFICATION_USING_SVM_ijariie22801.pdf [Accessed : ].
Turabian Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. "ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Lavanya Danaboyina, Chandupriya Bandakinda, Jaya Keerthi Chinthalapudi, and Bhargavi Golla. ALZHEIMER’S DETECTION AND CLASSIFICATION USING SVM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 706-712. Available from: https://ijariie.com/AdminUploadPdf/ALZHEIMER’S_DETECTION_AND_CLASSIFICATION_USING_SVM_ijariie22801.pdf
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