Comparison of machine learning algorithms for predicting cognitive impairment using neuropsychological tests
Author:
Affiliation:
1. Department of Bionano Technology, Gachon University, Seongnam-si, South Korea
2. Department of Neurology, College of Medicine, Chung-Ang University Seoul, Seoul, South Korea
Funder
National Research Foundation of Korea
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/23279095.2024.2392282
Reference39 articles.
1. Seoul Neuropsychological Screening Battery-Dementia Version (SNSB-D): A Useful Tool for Assessing and Monitoring Cognitive Impairments in Dementia Patients
2. American Psychiatric Association. (1994). Diagnostic and statistical manual of mental disorders (4th ed.).
3. Neuropsychological tests for predicting cognitive decline in older adults
4. Decision trees and random forests
5. Machine Learning Applied to Diagnosis of Human Diseases: A Systematic Review
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