Development and Validation of a Machine Learning-Based Radiomics Model Using Ultrasound Image Features for Prostate Cancer Risk Stratification
The RF-based ultrasound radiomics model enables accurate stratification of PCa risk, with remarkable performance in identifying high-risk patients.
Authors
- Yanru Du (ORCID: https://orcid.org/0000-0003-0855-5310)
- Zhengping Wang (ORCID: https://orcid.org/0000-0002-1119-5216)
- Anli Zhao
- Liyan Hu
- Maoliang Zhang
- Jiangfeng Wu (ORCID: https://orcid.org/0000-0003-0910-0262)
- Shunlan Du
Institutions
- Wenzhou Medical University (CN)
- Dongyang People's Hospital (CN)
Publication Details
- Journal
- Annali Italiani di Chirurgia
- Published
- 2026-01-09
- DOI
- https://doi.org/10.62713/aic.4250
- Primary Topic
- Prostate Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00