Development and validation of machine learning models for osteoporosis prediction in chronic kidney disease patients: Data from National Health and Nutrition Examination survey
The RF model in female CKD patients demonstrated strong predictive performance for osteoporosis, while models for males were less effective.
Authors
- Chong Zhang (ORCID: https://orcid.org/0000-0002-9353-5359)
- Hui Li (ORCID: https://orcid.org/0000-0003-0579-3858)
- Ya Zhang (ORCID: https://orcid.org/0000-0001-5921-5266)
Institutions
- Shanghai Jiao Tong University (CN)
- XinHua Hospital (CN)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251357758
- Citations
- 2
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 5.88