A Generative Foundation Model for Scalable Cytology Image Synthesis in AI-Powered Diagnostics
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Ke Zheng
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, China
raw_author_name: Xueyi Zheng
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, China
raw_author_name: Jue Wang
raw_affiliation_strings: 2Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
3Department of Cellular and Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
Sun Yat-sen Memorial Hospital, Guangzhou, China
raw_author_name: Xinke Zhang
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, China
raw_author_name: Shiping Chen
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
the Cancer Center, Sun Yat-sen Univ., Guangzhou, Guangdong, China
raw_author_name: Qunxi Chen
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, China
raw_author_name: Sha Fu
raw_affiliation_strings: 2Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
3Department of Cellular and Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
Sun Yat-sen Memorial Hospital, Guangzhou, China
raw_author_name: Dan Xie
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
raw_author_name: Ruixuan Wang
raw_affiliation_strings: 4School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
Sun Yat-sen University, China
raw_author_name: Junpeng Lai
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, China
raw_author_name: Muyan Cai
raw_affiliation_strings: 1Department of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
Sun Yat-sen University Cancer Center, Guangzhou, China