Explainable machine learning models for predicting of protein-energy wasting in patients on maintenance haemodialysis
The explainable machine learning model developed in this study is a practical tool for healthcare professionals to identify the risk of PEW in patients on MHD and provide decision support for early implementation of personalized nutrition management strategies.
Authors
- Suhan Zhou
- Genlian Cai
- Mengyan Pan
- Jinping Ying
- Xinxin Xiang (ORCID: https://orcid.org/0000-0002-4476-3160)
- Yujiao Zhang (ORCID: https://orcid.org/0000-0002-8820-1602)
Institutions
- First Affiliated Hospital Zhejiang University (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- BMC Nephrology
- Published
- 2025-10-14
- DOI
- https://doi.org/10.1186/s12882-025-04476-7
- Primary Topic
- Dialysis and Renal Disease Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Zhejiang University