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.

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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
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article

Development of a deep learning model for guiding treatment decisions of acute variceal bleeding in patients with cirrhosis

Yongfeng He, Xiaolong Qi, Xiqiao Zhou, Haiming Fang et al.
World Journal of Gastroenterology
Liver Disease and Transplantation
article

Development of a deep learning model for guiding treatment decisions of acute variceal bleeding in patients with cirrhosis

Yongfeng He, Xiaolong Qi, Xiqiao Zhou, Haiming Fang, Jiadong Bao, Jing Zeng, Shengjuan Hu, Zhi Liu, Sheng-Lin Qi, Dong-Li Xia, Yong Xin, Xiaoyan Tan, Bo Yang, Liyong Zhang, Lijun Peng, Jianping Hu, Shi Geng, Lei Zhao, Wei Wei, Tianyu Liu, Bin Liu, Wenhui Zhang, Shengli Li, Song He, Bin Ye, Ying Song, Lee Jia, Wei Yan, De-Qiang Ma, Xingsi Qi, Wei Wu, Mingming Deng, Bin Wu, Yi Xiang, Chaohui He, Yifei Huang, Hongjiang Li, Rui Ji, Huiling Xiang, Yuening Zhang, Lili Yuan, Min Gao, Tianlei Zheng, Tong Dang, Jie Shao, Guo Zhang, Xing Wang
article en

Abstract

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.

World Journal of GastroenterologyVol. 31(41)
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)
Openalex Percentile: Top 57%
Liver Disease and Transplantation
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