Predicting In-Hospital Mortality in Intensive Care Unit Patients Using Causal SurvivalNet With Serum Chloride and Other Causal Factors: Cross-Country Study
Using initial serum chloride levels enhances prognostic accuracy and facilitates tailored treatment plans for ICU patients in critical care settings.
Authors
- Can Xie (ORCID: https://orcid.org/0009-0000-4076-4388)
- H Wang
- Xiaobing Zhai (ORCID: https://orcid.org/0000-0002-4575-7360)
- Q Li
- X D Li
- Jing Wang (ORCID: https://orcid.org/0000-0002-3499-8337)
- Wei Xu (ORCID: https://orcid.org/0000-0003-3708-6816)
- Kefeng Li (ORCID: https://orcid.org/0000-0002-7233-4347)
- Ping Xu (ORCID: https://orcid.org/0000-0003-1379-4295)
- Xicheng Song (ORCID: https://orcid.org/0000-0002-9789-1318)
- Ruyan Lv
Institutions
- Qingdao University (CN)
- Yuhuangding Hospital (CN)
- Zigong First People's Hospital (CN)
- Macao Polytechnic University (MO)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2025-07-24
- DOI
- https://doi.org/10.2196/70118
- Citations
- 2
- Primary Topic
- Sepsis Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 2.71