Prediction of mortality risk in critically ill patients with systemic lupus erythematosus: a machine learning approach using the MIMIC-IV database
The machine learning model provides a superior tool for predicting mortality risk in patients with SLE, offering a basis for clinical decision-making and potential improvements in patient outcomes.
Authors
- Zhihan Chen (ORCID: https://orcid.org/0000-0002-4279-4553)
- Yunfeng Dai (ORCID: https://orcid.org/0000-0003-3792-0225)
- Huiping Wu
- Han Chen (ORCID: https://orcid.org/0000-0003-3145-9888)
- Yilin Chen (ORCID: https://orcid.org/0000-0001-9693-9909)
- Zhang Li (ORCID: https://orcid.org/0000-0001-9242-0763)
Institutions
- Fujian Normal University (CN)
- Fujian Medical University (CN)
- Fujian Provincial Hospital (CN)
- Fuzhou University (CN)
Publication Details
- Journal
- Lupus Science & Medicine
- Published
- 2025-02-01
- DOI
- https://doi.org/10.1136/lupus-2024-001397
- Citations
- 1
- Primary Topic
- Systemic Lupus Erythematosus Research
- Type
- article
- Field-Weighted Citation Impact
- 1.67
Funders
- Natural Science Foundation of Fujian Province