Development and validation of machine learning nomograms for predicting survival in stage IV pancreatic cancer: A retrospective study
The nomogram developed using age, grade, chemotherapy, surgery, and liver metastasis as predictors can reliably estimate survival outcomes for stage IV PC patients and offers a potential tool for individualized clinical decision-making.
Authors
- Chengrun Du (ORCID: https://orcid.org/0000-0001-9445-8642)
- Kun Huang (ORCID: https://orcid.org/0000-0002-3369-9749)
- Yumin He (ORCID: https://orcid.org/0000-0002-9717-5311)
- Xin-Zhu Yuan
- Lan Xiang (ORCID: https://orcid.org/0000-0001-6595-2836)
- Chen Zhu (ORCID: https://orcid.org/0000-0002-5844-4662)
Institutions
- Sichuan Mianyang 404 Hospital (CN)
Publication Details
- Journal
- World Journal of Gastrointestinal Oncology
- Published
- 2025-05-15
- DOI
- https://doi.org/10.4251/wjgo.v17.i5.102459
- Citations
- 1
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 1.05