Interpretable deep learning framework based on contrast-enhanced MRI for predicting histological grade of hepatocellular carcinoma
The iHCG-Net can be a promising interpretable artificial intelligence tool for the preoperative prediction of HCC grading.
Authors
- Xiuding Cai (ORCID: https://orcid.org/0000-0002-2038-7164)
- Qingwei Song (ORCID: https://orcid.org/0009-0006-6302-7456)
- Qihao Xu
- Xin Wang
- Ailian Liu
- Wenjun Hu
- Ying Zhao
- Yu Yao
Institutions
- Dalian Medical University (CN)
- Chinese Academy of Sciences (CN)
- First Affiliated Hospital of Dalian Medical University (CN)
- University of Chinese Academy of Sciences (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2025-12-31
- DOI
- https://doi.org/10.21037/qims-2025-269
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00