Noninvasive prediction of esophagogastric varices in hepatitis B: An extreme gradient boosting model based on ultrasound and serology
We identified an efficient noninvasive predictive model using extreme gradient boosting for EGVs among hepatitis B patients. The model, presented as a web application, has potential for screening high-risk EGV patients and can aid clinicians in optimizing the use of endoscopy.
Authors
- Haibin Tu (ORCID: https://orcid.org/0000-0003-4540-9937)
- Jin Cheng (ORCID: https://orcid.org/0009-0006-5744-8131)
- Zee Pin Ding (ORCID: https://orcid.org/0000-0002-3349-8509)
- Siyi Feng
Institutions
- Fujian Medical University (CN)
- Mengchao Hepatobiliary Hospital (CN)
Publication Details
- Journal
- World Journal of Gastroenterology
- Published
- 2025-04-02
- DOI
- https://doi.org/10.3748/wjg.v31.i13.104697
- Citations
- 1
- Primary Topic
- Liver Disease and Transplantation
- Type
- article
- Field-Weighted Citation Impact
- 1.32