Multi-modal gradual fusion transformer-based model for predicting immunotherapy response in patients with hepatocellular carcinoma
The GIFT-CIP model is a non-invasive method for predicting immunotherapy responses in patients with HCC. This model may be clinically useful for assisting clinicians in guiding surveillance follow-up and identifying optimal immunotherapy strategies.
Authors
- PU CHA JIANG
- Lushan Xiao (ORCID: https://orcid.org/0000-0002-8387-6336)
- Xie Weng
- Huangying Deng
- Peishuang Xu
- Jiaren Wang
- Hanzhi Dong
- Chang Hong
- Lin Zeng
- Hongbo Zhu
- Jie Peng
- Shaodong Lu
- Yundong Zhou
- Li Liu
- Ruozheng Shen
- Manxun Lin
- Wenfeng Zhang
- Nazakat Kurban
- Hao Cui
Institutions
- Nanchang University (CN)
- Guiyang Medical University (CN)
- First Affiliated Hospital of Jiangxi Medical College (CN)
- Jiangxi Provincial Cancer Hospital (CN)
- The First People's Hospital of Shunde (CN)
- Nanfang Hospital (CN)
- Affiliated Hospital of Guizhou Medical University (CN)
- Huizhou Central People's Hospital (CN)
- TCM-Intigrated Cancer Center of Southern Medical University (CN)
- Southern Medical University (CN)
- University of South China (CN)
Publication Details
- Journal
- Journal of Advanced Research
- Published
- 2026-02-01
- DOI
- https://doi.org/10.1016/j.jare.2026.02.003
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00