Morphological Landscape Mapping Decodes Pathological Heterogeneity and Proteomic Programs in HCC
Year: 2025
Type: article
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Xiaodong Wang
raw_affiliation_strings: Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China
Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Yifei Cheng
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Xulang Peng
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Jinda Li
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Jing Han
raw_affiliation_strings: Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
raw_author_name: Zhicheng Yang
raw_affiliation_strings: Analytical Research Center for Organic and Biological Molecules, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
University of Chinese Academy of Sciences, Beijing, China
raw_author_name: Guang-Yu Ding
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Haichao Zhao
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Peixuan Qu
raw_affiliation_strings: School of Computer Science, Northwestern Polytechnical University, Xi’an, China
School of Computer Science, Northwestern Polytechnical University, Xi'an, China
raw_author_name: Qingyun Sun
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Zichen Chang
raw_affiliation_strings: Hangzhou Institute of Technology, Xidian University, Hangzhou, China
raw_author_name: Tonghui Zou
raw_affiliation_strings: Hangzhou Institute of Technology, Xidian University, Hangzhou, China
raw_author_name: Biyu Wang
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Tinggui Huang
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Zhuosong Cheng
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Siqi Guo
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Sainan Ma
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Jingwen Wang
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Chuang Liu
raw_affiliation_strings: School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Xiaolei Zhang
raw_affiliation_strings: Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
raw_author_name: Shu Zhang
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Long Tian
raw_affiliation_strings: Hangzhou Institute of Technology, Xidian University, Hangzhou, China
School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
raw_author_name: Henry Han
raw_affiliation_strings: Department of Computer Science, School of Engineering & Computer Science, Baylor University, Waco, USA
raw_author_name: Lirong Ai
raw_affiliation_strings: School of Computer Science, Northwestern Polytechnical University, Xi’an, China
School of Computer Science, Northwestern Polytechnical University, Xi'an, China
raw_author_name: Liming Wang
raw_affiliation_strings: Hangzhou Institute of Technology, Xidian University, Hangzhou, China
School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Xiao-Ying Wang
raw_affiliation_strings: Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China
Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
raw_author_name: Jian Zhou
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Jia Fan
raw_affiliation_strings: Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
raw_author_name: Qiang Gao
raw_affiliation_strings: Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China
Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China
Key Laboratory of Medical Epigenetics and Metabolism, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
State Key Laboratory of Genetic Engineering, Human Phenome Institute, Fudan University, Shanghai, China
raw_author_name: Hu Zhou
raw_affiliation_strings: Analytical Research Center for Organic and Biological Molecules, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
School of Pharmaceutical Science and Technology, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
University of Chinese Academy of Sciences, Beijing, China
raw_author_name: Xiyang Liu
raw_affiliation_strings: Hangzhou Institute of Technology, Xidian University, Hangzhou, China
School of Computer Science and Technology, Xi’an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi’an, China
School of Computer Science and Technology, Xi'an Key Laboratory of Medical Artificial Intelligence, Xidian University, Xi'an, China
raw_author_name: Jie-Yi Shi
raw_affiliation_strings: Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China
Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China