Development and validation of a prediction model for the risk of citrate accumulation in critically ill patients with citrate anticoagulation for continuous renal replacement therapy: a retrospective cohort study based on MIMIC-IV database
The model developed based on LASSO-logistic regression can reliably predict the risk of citrate accumulation in critically ill patients with citrate anticoagulation for CRRT, providing valuable guidance for the application of early measures to prevent the occurrence of citrate accumulation and to improve the prognosis of patients.
Authors
- Zhenglong Ye
- S.-M. Liu
- Zhiqing Hu (ORCID: https://orcid.org/0000-0002-3334-2002)
- Chaoqun Mei
- Hui Zou
Institutions
- Nanjing Jiangning Hospital (CN)
Publication Details
- Journal
- BMC Nephrology
- Published
- 2025-04-09
- DOI
- https://doi.org/10.1186/s12882-025-04106-2
- Citations
- 1
- Primary Topic
- Acute Kidney Injury Research
- Type
- article
- Field-Weighted Citation Impact
- 1.43