Screening the Best Risk Model and Susceptibility SNPs for Chronic Obstructive Pulmonary Disease (COPD) Based on Machine Learning Algorithms
The LASSO model is the best predictive model for COPD and rs12479210 may be a potential risk locus for COPD.
Authors
- Yipeng Ding (ORCID: https://orcid.org/0009-0009-8646-4028)
- Zehua Yang (ORCID: https://orcid.org/0009-0005-4881-9159)
- Yamei Zheng (ORCID: https://orcid.org/0000-0002-9490-4961)
- Lei Zhang (ORCID: https://orcid.org/0000-0003-1907-3640)
- Wenya Xu (ORCID: https://orcid.org/0009-0002-9306-2739)
- Tian Xie (ORCID: https://orcid.org/0000-0003-2916-6250)
- Haihong Wu (ORCID: https://orcid.org/0000-0002-9397-1222)
- Jie Zhao (ORCID: https://orcid.org/0009-0008-5457-8226)
Institutions
- Hainan General Hospital (CN)
- Hainan Medical University (CN)
Publication Details
- Journal
- International Journal of COPD
- Published
- 2024-11-01
- DOI
- https://doi.org/10.2147/copd.s478634
- Citations
- 3
- Primary Topic
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Type
- article
- Field-Weighted Citation Impact
- 1.26
Funders
- National Natural Science Foundation of China