Machine learning-based algorithms for the prediction of 90-day survival in patients with liver failure receiving artificial liver therapy
Machine learning models showed promising performance in predicting 90-day survival in liver failure patients receiving artificial liver support therapy, potentially supporting individualized prognostic assessment.
Authors
- Huaqian Xu
- Bo Deng (ORCID: https://orcid.org/0000-0002-7717-8865)
- Chengzhi Bai (ORCID: https://orcid.org/0000-0003-3586-045X)
- Xue Zhang
- Deng Ying (ORCID: https://orcid.org/0000-0001-5063-3015)
Institutions
- Chengdu Medical College (CN)
- Sichuan University (CN)
- West China Medical Center of Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
- Chengdu University (CN)
Publication Details
- Journal
- Frontiers in Physiology
- Published
- 2025-10-27
- DOI
- https://doi.org/10.3389/fphys.2025.1687860
- Primary Topic
- Liver Disease and Transplantation
- Type
- article
- Field-Weighted Citation Impact
- 0.00