Predictive Modeling of the Risk of Hyperglycemia in Psoriasis Patients Using Machine Learning: A Multicenter Retrospective Study
The XGBoost-based model effectively predicts hyperglycemia risk in psoriasis patients, emphasizing personalized treatment plans for high-risk individuals to manage hyperglycemia progression and psoriasis-related inflammation.
Authors
- Mengyan Hu (ORCID: https://orcid.org/0000-0001-6217-5146)
- Dingyuan Chen
- Jian Yu (ORCID: https://orcid.org/0000-0003-0787-6905)
Institutions
- Guilin Medical University (CN)
- XinHua Hospital (CN)
Publication Details
- Journal
- Clinical Cosmetic and Investigational Dermatology
- Published
- 2025-12-01
- DOI
- https://doi.org/10.2147/ccid.s552796
- Primary Topic
- Psoriasis: Treatment and Pathogenesis
- Type
- article
- Field-Weighted Citation Impact
- 0.00