Construction and application of machine learning models for predicting intradialytic hypotension
Machine learning emerged as a reliable tool for predicting IDH in HD patients. Notably, LVMI emerged as a crucial feature for effectively predicting IDH. The simplified models are accessible on the provided website.
Authors
- Kedan Cai (ORCID: https://orcid.org/0000-0003-3169-5143)
- Zhijian Ren (ORCID: https://orcid.org/0000-0001-6502-5194)
- Qun Luo (ORCID: https://orcid.org/0000-0002-7527-460X)
- Ningjie Xu
- Pingping Wang (ORCID: https://orcid.org/0000-0003-3026-9038)
- Yihui Qu
- Yue Hong
- Lingping Wu
Institutions
- Ningbo University (CN)
- Ningbo No. 2 Hospital (CN)
- Ningbo No.6 Hospital (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-10-08
- DOI
- https://doi.org/10.1371/journal.pone.0333357
- Citations
- 2
- Primary Topic
- Hemodynamic Monitoring and Therapy
- Type
- article
- Field-Weighted Citation Impact
- 4.01