Helicobacter Pylori Infection as the Predominant High-Risk Factor for Gastric Cancer Recurrence Post-Gastrectomy: An 8-Year Multicenter Retrospective Study
Out of the four machine learning models, the XGBoost algorithm exhibited superior performance in predicting the recurrence of gastric cancer. In addition, machine learning models can help clinicians identify key prognostic factors that are clinically meaningful for the application of personalized patient monitoring and immunotherapy.
Authors
- Wenyi Du (ORCID: https://orcid.org/0000-0002-8649-7796)
- Xingchen Shang (ORCID: https://orcid.org/0000-0002-9983-9054)
- Yuan Liu (ORCID: https://orcid.org/0000-0002-2923-3727)
- Yanfei Zhu
- Wei Shen (ORCID: https://orcid.org/0009-0003-9347-3842)
Institutions
- Tengzhou Central People's Hospital (CN)
- Wuxi People's Hospital (CN)
Publication Details
- Journal
- International Journal of General Medicine
- Published
- 2024-10-01
- DOI
- https://doi.org/10.2147/ijgm.s485347
- Primary Topic
- Helicobacter pylori-related gastroenterology studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00