Explainable machine learning algorithm to predict cardiovascular event in patients undergoing peritoneal dialysis
The RSF model may be a useful method for evaluating CVE risk in PD patients.
Authors
- Jingjing Cong (ORCID: https://orcid.org/0009-0005-6554-4249)
- Deguang Wang (ORCID: https://orcid.org/0000-0003-4799-3241)
- Xiaoli Chen (ORCID: https://orcid.org/0000-0003-0536-1553)
- Dandan Li (ORCID: https://orcid.org/0000-0002-5735-4681)
- Ruifeng Wang (ORCID: https://orcid.org/0000-0002-1460-4951)
- Qiqi Yan (ORCID: https://orcid.org/0000-0002-7856-4979)
- Guiling Liu
Institutions
- Anhui Medical University (CN)
- Second Affiliated Hospital of Anhui Medical University (CN)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-04-22
- DOI
- https://doi.org/10.1186/s12911-025-03003-w
- Citations
- 2
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 5.88
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Anhui Province