Prediction of 5-year postoperative survival and analysis of key prognostic factors in stage III colorectal cancer patients using novel machine learning algorithms
This study developed and validated an interpretable machine learning model that predicts the 5-year postoperative survival of stage III CRC patients, offering potential for personalized treatment plans.
Authors
- Yan Li (ORCID: https://orcid.org/0000-0002-9821-4351)
- Jinghan Jia
- Yuhang Yang (ORCID: https://orcid.org/0000-0002-0465-4955)
- Wei Zhang
- Yanhong Wang
- Jinxi Wang (ORCID: https://orcid.org/0000-0003-4236-7292)
- Yuantai Hu (ORCID: https://orcid.org/0000-0003-3365-4564)
Institutions
- Shanxi Academy of Medical Sciences (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-07-14
- DOI
- https://doi.org/10.3389/fonc.2025.1604386
- Citations
- 2
- Primary Topic
- Colorectal Cancer Screening and Detection
- Type
- article
- Field-Weighted Citation Impact
- 2.09