Early prognosis prediction for non-variceal upper gastrointestinal bleeding in the intensive care unit: based on interpretable machine learning
Patient data from the MIMIC database were leveraged to develop a robust prognostic model for patients with NVUGIB in the ICU. The analysis using SHAP also assisted clinicians in gaining a deeper understanding of the disease.
Authors
- Yuguo Song (ORCID: https://orcid.org/0000-0002-0425-9357)
- Xiya Wang (ORCID: https://orcid.org/0000-0002-1126-5595)
- Xiaoxu Zhao (ORCID: https://orcid.org/0000-0001-9746-3770)
- Kunlong Qu
- Yujie Pan (ORCID: https://orcid.org/0000-0001-8041-4606)
- Shuxing Wei (ORCID: https://orcid.org/0000-0002-5179-7473)
- Guanghao Yan
Institutions
- Capital Medical University (CN)
- Beijing Chao-Yang Hospital, Capital Medical University (CN)
Publication Details
- Journal
- European journal of medical research
- Published
- 2024-08-31
- DOI
- https://doi.org/10.1186/s40001-024-02005-0
- Citations
- 6
- Primary Topic
- Gastrointestinal Bleeding Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 2.78