Development of a deep learning model for guiding treatment decisions of acute variceal bleeding in patients with cirrhosis
The AI-AVB model can predict treatment outcomes, stratify the failure risk in cirrhotic patients with AVB, aid in clinical decisions, identify p-TIPS beneficiaries, and optimize personalized treatment strategies.
Authors
- Yongfeng He (ORCID: https://orcid.org/0000-0002-5942-4532)
- Xiaolong Qi (ORCID: https://orcid.org/0000-0002-3559-5855)
- Xiqiao Zhou (ORCID: https://orcid.org/0000-0003-3122-3904)
- Haiming Fang (ORCID: https://orcid.org/0000-0001-7436-7858)
- Jiadong Bao
- Jing Zeng (ORCID: https://orcid.org/0000-0002-4736-4210)
- Shengjuan Hu (ORCID: https://orcid.org/0000-0002-6210-576X)
- Zhi Liu (ORCID: https://orcid.org/0000-0002-8695-9276)
- Sheng-Lin Qi
- Dong-Li Xia
- Yong Xin (ORCID: https://orcid.org/0000-0002-5956-464X)
- Xiaoyan Tan (ORCID: https://orcid.org/0000-0002-1742-8252)
- Bo Yang (ORCID: https://orcid.org/0000-0001-8976-5971)
- Liyong Zhang (ORCID: https://orcid.org/0000-0001-8244-0082)
- Lijun Peng (ORCID: https://orcid.org/0000-0003-0389-0996)
- Jianping Hu (ORCID: https://orcid.org/0000-0002-0709-1342)
- Shi Geng (ORCID: https://orcid.org/0000-0001-9556-6012)
- Lei Zhao (ORCID: https://orcid.org/0000-0002-8365-7774)
- Wei Wei (ORCID: https://orcid.org/0000-0003-1893-1105)
- Tianyu Liu (ORCID: https://orcid.org/0000-0003-3735-3814)
- Bin Liu (ORCID: https://orcid.org/0000-0003-2184-4723)
- Wenhui Zhang (ORCID: https://orcid.org/0000-0002-6038-6879)
- Shengli Li (ORCID: https://orcid.org/0000-0003-0570-4165)
- Song He (ORCID: https://orcid.org/0000-0002-6424-4974)
- Bin Ye (ORCID: https://orcid.org/0000-0002-7791-5263)
- Ying Song (ORCID: https://orcid.org/0000-0002-9701-5246)
- Lee Jia (ORCID: https://orcid.org/0000-0001-6839-5545)
- Wei Yan (ORCID: https://orcid.org/0000-0003-0619-5876)
- De-Qiang Ma
- Xingsi Qi (ORCID: https://orcid.org/0000-0003-3528-3621)
- Wei Wu (ORCID: https://orcid.org/0009-0007-6733-0986)
- Mingming Deng (ORCID: https://orcid.org/0000-0003-1638-9471)
- Bin Wu (ORCID: https://orcid.org/0000-0002-7628-7605)
- Yi Xiang (ORCID: https://orcid.org/0000-0003-1696-0949)
- Chaohui He (ORCID: https://orcid.org/0000-0002-7938-2907)
- Yifei Huang (ORCID: https://orcid.org/0000-0002-4666-0296)
- Hongjiang Li (ORCID: https://orcid.org/0000-0003-3595-0068)
- Rui Ji (ORCID: https://orcid.org/0000-0001-9011-2222)
- Huiling Xiang (ORCID: https://orcid.org/0000-0001-5734-4080)
- Yuening Zhang (ORCID: https://orcid.org/0000-0003-1755-9751)
- Lili Yuan (ORCID: https://orcid.org/0000-0001-6595-3775)
- Min Gao (ORCID: https://orcid.org/0009-0001-1788-0679)
- Tianlei Zheng
- Tong Dang (ORCID: https://orcid.org/0009-0001-3894-7959)
- Jie Shao (ORCID: https://orcid.org/0000-0002-0297-2466)
- Guo Zhang (ORCID: https://orcid.org/0009-0008-1644-813X)
- Xing Wang (ORCID: https://orcid.org/0000-0003-1060-7319)
Institutions
- Qingdao University (CN)
- Dalian Medical University (CN)
- China University of Mining and Technology (CN)
- Wenzhou Medical University (CN)
- First Affiliated Hospital of Wenzhou Medical University (CN)
- Sir Run Run Shaw Hospital (CN)
- Second Affiliated Hospital of Chongqing Medical University (CN)
- Tianjin People's Hospital (CN)
- Affiliated Hospital of Qingdao University (CN)
- First Affiliated Hospital of Gannan Medical University (CN)
- Jiangsu Province Hospital (CN)
- Tongji Hospital (CN)
- Huazhong University of Science and Technology (CN)
- Zhejiang University (CN)
- Nanjing Medical University (CN)
- Chongqing Medical University (CN)
Publication Details
- Journal
- World Journal of Gastroenterology
- Published
- 2025-11-06
- DOI
- https://doi.org/10.3748/wjg.v31.i41.111361
- Primary Topic
- Liver Disease and Transplantation
- Type
- article
- Field-Weighted Citation Impact
- 0.00