Development of a prediction model for lower limb deformity in patients with hereditary multiple exostoses based on interpretable models and nomogram
ALB, GLB, and PA are independent predictors of genu valgum in HME patients three months later, while GLB, PA, and UA are independent predictors of ankle valgus. The interpretable RF model and constructed nomogram in this study enable clinicians to assess the risk of lower limb deformities in HME patients as early as possible, benefiting more patients.
Authors
- Ling He (ORCID: https://orcid.org/0000-0003-2702-2579)
- Wencai Li (ORCID: https://orcid.org/0000-0002-5185-6218)
- Rongbin Lu
- Jun Li (ORCID: https://orcid.org/0000-0001-8243-5267)
- Junjie Liu (ORCID: https://orcid.org/0000-0002-8409-4766)
- Zhao Huang
- Xiaofei Ding (ORCID: https://orcid.org/0009-0000-5519-1316)
- Yonghui Lao
Institutions
- Guangxi Medical University (CN)
- First Affiliated Hospital of GuangXi Medical University (CN)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1186/s12911-025-03196-0
- Primary Topic
- Bone Tumor Diagnosis and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China