Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy
A hybrid SVM-XGBoost model using four key endoscopic factors was independently validated and is available as a Shiny app, delivering real-time decision support to streamline endoscopy and enhance clinical outcomes.
Authors
- Haoyan Zhang (ORCID: https://orcid.org/0000-0003-3067-0710)
- Xujin Chen (ORCID: https://orcid.org/0000-0002-9667-7731)
- Bingxin Xu
- Bingni Wei
- Yang Cheng (ORCID: https://orcid.org/0000-0002-1206-3821)
- Chuanrui Xu (ORCID: https://orcid.org/0000-0003-3225-4083)
Institutions
- Wuxi People's Hospital (CN)
Publication Details
- Journal
- World Journal of Gastroenterology
- Published
- 2025-10-13
- DOI
- https://doi.org/10.3748/wjg.v31.i38.111364
- Citations
- 1
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 1.05