Unsupervised k-means clustering identified routine clinical biomarkers for classifying chronic kidney disease in patients with chronic heart failure
Our findings suggested that a panel of routine clinical biomarkers can enhance the detection of CKD in patients with chronic HF and may provide additional prognostic value beyond traditional assessments, such as estimated glomerular filtration rate.
Authors
- Chen We (ORCID: https://orcid.org/0009-0001-4830-2177)
- Zhanglin Hu
- Xiuying Lin
- Liang Gong (ORCID: https://orcid.org/0009-0001-8481-1219)
Institutions
- Fujian Medical University (CN)
- Ningde Normal University (CN)
Publication Details
- Journal
- Laboratory Medicine
- Published
- 2025-11-26
- DOI
- https://doi.org/10.1093/labmed/lmaf080
- Primary Topic
- Chronic Kidney Disease and Diabetes
- Type
- article
- Field-Weighted Citation Impact
- 0.00