Interpretable machine learning model for predicting 5-Year postoperative recurrence risk in patients with stage III colon cancer using preoperative laboratory tests: a two-centre study
A machine learning model constructed using preoperative laboratory tests and clinical and pathological features can assist in predicting the 5-year recurrence risk of patients with stage III colon cancer. This model provides potential reference values for the clinical development of individualized treatment strategies.
Authors
- Xi Wu (ORCID: https://orcid.org/0000-0001-6670-0905)
- Xihao Fu
- Li Xu
- Hangping Wei
- Xinkai Wu
- Yuanyuan Cheng
Institutions
- Wenzhou Medical University (CN)
- Soochow University (CN)
- Zhejiang Cancer Hospital (CN)
- First Affiliated Hospital of Soochow University (CN)
- Dongyang People's Hospital (CN)
Publication Details
- Journal
- BMC Gastroenterology
- Published
- 2026-01-29
- DOI
- https://doi.org/10.1186/s12876-025-04511-9
- Primary Topic
- Colorectal Cancer Surgical Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Jinhua Science and Technology Bureau