A comparative study of risk factors in predictive models for cognitive dysfunction in patients with leukoaraiosis based on machine learning algorithms
The Random Forest model can be used to predict the risk of cognitive dysfunction in patients with LA, providing a reference for early warning.
Authors
- Huang Chun-fang
- Yi Lu (ORCID: https://orcid.org/0009-0000-1219-834X)
- Wenwen Xu (ORCID: https://orcid.org/0000-0001-7588-5016)
- Guoxin Zhang (ORCID: https://orcid.org/0009-0009-3836-3855)
- Liping Yin
- Jianning Li (ORCID: https://orcid.org/0000-0002-9560-3896)
Institutions
- Zhongda Hospital Southeast University (CN)
- Jiangsu Province Hospital (CN)
Publication Details
- Journal
- Frontiers in Neuroscience
- Published
- 2025-12-10
- DOI
- https://doi.org/10.3389/fnins.2025.1654584
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00