Interpretable multimodal deep learning improves postoperative risk stratification in intrahepatic cholangiocarcinoma in multicentre cohorts
Year: 2025
Type: article
Language: en
Topic: Cholangiocarcinoma and Gallbladder Cancer Studies
Authors and affiliations:
raw_author_name: Mingyu Wan
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Yongfeng Ding
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Yanli Wang
raw_affiliation_strings: Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
raw_author_name: Yunlu Jia
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Siqi Wu
raw_affiliation_strings: The First Clinical School of Medicine, Zhengzhou University, Zhengzhou, China
raw_author_name: Wenxin Qu
raw_affiliation_strings: Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
raw_author_name: Yifan Xu
raw_affiliation_strings: Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
raw_author_name: Wenguang Fu
raw_affiliation_strings: Department of Hepatobiliary Surgery, The Affiliated Hospital of Southwest Medical University, Luzhou, China
raw_author_name: Michael P. Timko
raw_affiliation_strings: Departments of Biology and Public Health Sciences, University of Virginia, Charlottesville, VA, USA
raw_author_name: Ledong Wan
raw_affiliation_strings: Department of Pharmacological Sciences, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, USA
raw_author_name: Le Ying
raw_affiliation_strings: Department of Medicine, Monash University, Clayton, VIC, Australia
raw_author_name: Chanqi Ye
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Ruyin Chen
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Qiong Li
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Yuqing He
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Keyi Xu
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Nong Xu
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China
raw_author_name: Jinzhang Chen
raw_affiliation_strings: Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China. chenjinzhang@smu.edu.cn
raw_author_name: Dayong Zheng
raw_affiliation_strings: Department of Oncology, Shunde Hospital, Southern Medical University, Shunde, China. zhengdayong@hotmail.com
raw_author_name: Yifei Shen
raw_affiliation_strings: Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX, USA. yifeishen@zju.edu.cn
Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. yifeishen@zju.edu.cn
raw_author_name: Jian Ruan
raw_affiliation_strings: Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, & Key Laboratory of Cancer Prevention and Intervention, Ministry of Education, Hangzhou, China. software233@zju.edu.cn