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Danyan Lin

Southern Medical University

Guangzhou

China

  • Southern Medical University

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Automated Three-Dimensional Multi-Tissue Information Fusion Framework in Predicting Postoperative Overt Hepatic Encephalopathy Risk before Transjugular Intrahepatic Portosystemic Shunt: A Multi-Center Study

Number of pages: 22 Posted: 03 Oct 2025
Sirui Fu, Danyan Lin, Yujie Zhao, Feng Zhang, Mingsheng Huang, Wei-Fu Lv, Yang Cheng, Jiawei Zhang, Zhaochen Liu, Xiaoqiong Chen, Chong-Yang Duan, Tao Wang, Qiyang Li, Yuan Chen, Junyang Luo, Jinqiang Chen, Han Wu, Weiguo Xu, Taixue An and Meiyan Huang
Jinan University - Zhuhai Interventional Medical Center, Southern Medical University, Jinan University - Zhuhai Interventional Medical Center, Nanjing University - Department of Gastroenterology, Sun Yat-sen University (SYSU) - Department of Interventional Radiology, University of Science and Technology of China (USTC) - Department of Interventional Radiology, Nanjing University - Nanjing Drum Tower Hospital, Jinan University, Nanjing University - Nanjing Drum Tower Hospital, Jinan University - Zhuhai Interventional Medical Center, Sun Yat-sen University (SYSU) - State Key Laboratory of Oncology in South China, Southern Medical University - School of Biomedical Engineering, Shenzhen People's Hospital - Department of Radiology, Nanjing University - Nanjing Drum Tower Hospital, Sun Yat-sen University (SYSU) - Department of Interventional Radiology, Jinan University - Zhuhai Interventional Medical Center, Jinan University, Jinan University, Southern Medical University and Southern Medical University
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Abstract:

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overt hepatic encephalopathy prediction, transjugular intrahepatic portosystemic shunt, liver, spleen, portal venous system, muscle, fat, semi-supervised learning