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Open Access
Peer-reviewed
Research Article
Machine learning-based risk prediction model for cognitive dysfunction in elderly individuals
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Lei Zhang,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Xuan Xiang,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Wei Chen,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Haijun Miao,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Ting Zou,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Ruikai Wu,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Xiaohui Zhou
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: zhouxiaohui858@sina.com
Affiliation Department of Geriatrics, First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Machine learning-based risk prediction model for cognitive dysfunction in elderly individuals
- Lei Zhang,
- Xuan Xiang,
- Wei Chen,
- Haijun Miao,
- Ting Zou,
- Ruikai Wu,
- Xiaohui Zhou
- Published: December 19, 2025
- https://doi.org/10.1371/journal.pone.0336058