Regression Approach for Predictive Analysis in Cognitive Decline
- Title
- Regression Approach for Predictive Analysis in Cognitive Decline
- Creator
- Rakhit A.; Sharma V.; Agrawal R.; Al-Khasawneh M.A.; Alkhayyat A.
- Description
- Cognitive decline refers to the deterioration of cognitive abilities, including memory, thinking, and reasoning, often associated with aging or neurological disorders like Alzheimer's disease. Machine learning (ML) methods can be used for predicting cognitive decline. Techniques such as Generative Adversarial Networks (GANs), feed-forward neural networks, supervised, and unsupervised learning process and analyse data patterns to forecast cognitive changes. By analyzing large datasets, ML algorithms can identify subtle cognitive shifts and predict future decline, enabling early intervention and personalized healthcare strategies. These diverse ML methods provide valuable tools for understanding, detecting, and potentially mitigating cognitive decline, advancing our ability to address cognitive health challenges. Some of these methods have been discussed later. In this research paper, a model to predict cognitive decline using principles of logical regression is proposed. The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
- Source
- Studies in Big Data, Vol-163, pp. 509-516.
- Date
- 2024-01-01
- Publisher
- Springer Science and Business Media Deutschland GmbH
- Subject
- Artificial intelligence algorithm; Brain imaging; Logistic regression; Machine learning; Prediction; Support vector machine
- Coverage
- Rakhit A., Kalinga Institute of Industrial Technology, Deemed to be University, Bhubaneswar, India; Sharma V., Christ University, Bengaluru, India; Agrawal R., Kalinga Institute of Industrial Technology, Deemed to be University, Bhubaneswar, India; Al-Khasawneh M.A., School of Computing, Skyline University College, University City Sharjah, Sharjah, 1797, United Arab Emirates; Alkhayyat A., College of Technical Engineering, The Islamic University, Najaf, Iraq
- Rights
- Restricted Access
- Relation
- ISSN: 21976503
- Format
- Online
- Language
- English
- Type
- Book chapter
Collection
Citation
Rakhit A.; Sharma V.; Agrawal R.; Al-Khasawneh M.A.; Alkhayyat A., “Regression Approach for Predictive Analysis in Cognitive Decline,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 23, 2025, https://archives.christuniversity.in/items/show/17874.