Preoperative prediction of WHO/ISUP grade of ccRCC using intratumoral and peritumoral habitat imaging: multicenter study
Subregion tumor characterization outperforms the single-entity approach. The integrated model, compared with the radiomics model, boosts grading and prognostic accuracy for more targeted clinical actions.
Authors
- Hongqing Zhu (ORCID: https://orcid.org/0000-0002-2122-7066)
- Kang-Chen Gu
- Jianbo Zhang (ORCID: https://orcid.org/0000-0003-3526-4586)
- Wenjun Yao
- Zhihui Chen (ORCID: https://orcid.org/0000-0002-7309-0081)
- Hongmin Shu
Institutions
- Anhui Medical University (CN)
- First Affiliated Hospital of Anhui Medical University (CN)
- Second Affiliated Hospital of Anhui Medical University (CN)
Publication Details
- Journal
- Cancer Imaging
- Published
- 2025-05-03
- DOI
- https://doi.org/10.1186/s40644-025-00875-z
- Citations
- 7
- Primary Topic
- Renal cell carcinoma treatment
- Type
- article
- Field-Weighted Citation Impact
- 10.63
Funders
- University Natural Science Research Project of Anhui Province