Explainable machine learning predicts overall survival in female bladder cancer patients after radical cystectomy
We have developed interpretable machine learning models to predict the OS of female bladder cancer patients following radical surgery. This model is intended to assist in clinical prognosis evaluation and provide a reference for individualized treatment decision-making.
Authors
- Ming Yan Zhong
- Xin Chang Zou
- Pei Huang Chen
Institutions
- Nanchang University (CN)
- First Affiliated Hospital of Jiangxi Medical College (CN)
- Second Affiliated Hospital of Nanchang University (CN)
- The 180th Hospital of PLA (CN)
- Jiangxi Pingxiang People's Hospital (CN)
Publication Details
- Journal
- Discover Oncology
- Published
- 2025-12-27
- DOI
- https://doi.org/10.1007/s12672-025-04275-4
- Primary Topic
- Bladder and Urothelial Cancer Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00