Exploration in association between vitamin D and cutaneous melanoma and explainable machine learning prediction
In conclusion, this study concluded that vitamin D decreases melanoma risk based on a larger sample and multi-covariate analysis. Female and young people received high protection from vitamin D in melanoma. XGBoost can accurately prediction the possibility of melanoma based on vitamin D.
Authors
- Man Luo (ORCID: https://orcid.org/0000-0002-7346-9024)
- Lingyi Li (ORCID: https://orcid.org/0000-0002-0945-7248)
Institutions
- Wuhan No.1 Hospital (CN)
- Wuhan No. 7 Hospital (CN)
- Wuhan No.9 Hospital (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-05-08
- DOI
- https://doi.org/10.3389/fonc.2025.1503611
- Primary Topic
- Vitamin D Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00