A multimodal knowledge-enhanced whole-slide pathology foundation model
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Yingxue Xu
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Yihui Wang
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Fengtao Zhou
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Jiabo Ma
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Cheng Jin
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Shu Yang
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Jinbang Li
raw_affiliation_strings: Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, China
Jinfeng Laboratory, Chongqing, China
raw_author_name: Zhengyu Zhang
raw_affiliation_strings: Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, China
Jinfeng Laboratory, Chongqing, China
raw_author_name: Chenglong Zhao
raw_affiliation_strings: Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
Department of Pathology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, P R China
Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, China
Jinfeng Laboratory, Chongqing, China
raw_author_name: Huajun Zhou
raw_affiliation_strings: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Zhenhui Li
raw_affiliation_strings: Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Kunming, China
raw_author_name: Huangjing Lin
raw_affiliation_strings: Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China
raw_author_name: Xin Wang
raw_affiliation_strings: Department of Surgery, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
raw_author_name: Jiguang Wang
raw_affiliation_strings: Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
Division of Life Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China
raw_author_name: Anjia Han
raw_affiliation_strings: Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
raw_author_name: Ronald Cheong Kin Chan
raw_affiliation_strings: Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China
raw_author_name: Li Liang
raw_affiliation_strings: Department of Pathology, Nanfang Hospital and School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
Guangdong Provincial Key Laboratory of Molecular Tumor Pathology, Guangzhou, China
Jinfeng Laboratory, Chongqing, China
raw_author_name: Xiuming Zhang
raw_affiliation_strings: Department of Pathology, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
raw_author_name: Hao Chen
raw_affiliation_strings: Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China. jhc@cse.ust.hk
Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China. jhc@cse.ust.hk
Division of Life Science, The Hong Kong University of Science and Technology, Hong Kong SAR, China. jhc@cse.ust.hk
HKUST Shenzhen-Hong Kong Collaborative Innovation Research Institute, Futian, Shenzhen, China. jhc@cse.ust.hk
State Key Laboratory of Nervous System Disorders, The Hong Kong University of Science and Technology, Hong Kong, China. jhc@cse.ust.hk
State Key Laboratory of Nervous System Disorders, The Hong Kong University of Science and Technology, Hong Kong, China
HKUST Shenzhen-Hong Kong Collaborative Innovation Research Institute, Futian, Shenzhen, China