Using machine learning models to predict the risk of mild cognitive impairment for COPD patients: A multi-cohort study
The machine learning model accurately predicts MCI risk in COPD patients, enabling timely clinical interventions and improved care through early identification of high-risk individuals.
Authors
- Hongjiang Liu (ORCID: https://orcid.org/0000-0001-9322-7121)
- Shoujie Feng
- Dong Chi Zhou (ORCID: https://orcid.org/0000-0001-7101-4125)
- Cheng Zhang (ORCID: https://orcid.org/0000-0002-1857-3961)
- Hao Zhang (ORCID: https://orcid.org/0000-0002-0206-9066)
- Yong Ge
- Shuyuan Li (ORCID: https://orcid.org/0000-0002-8160-1363)
- Teng Sun (ORCID: https://orcid.org/0009-0008-1205-1426)
- Xiang Tang (ORCID: https://orcid.org/0000-0002-6843-7407)
Institutions
- Xuzhou Medical College (CN)
Publication Details
- Journal
- Comprehensive Psychoneuroendocrinology
- Published
- 2025-10-15
- DOI
- https://doi.org/10.1016/j.cpnec.2025.100323
- Primary Topic
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00