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Yanjia Yu

Guangxi Minzu University

Chiina

  • Guangxi Minzu University

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Deep-CANClassSurv: An Attention-based Two-stage Deep Learning Framework with Representation Transfer Learning for Cancer Classification and Survival Stratification

Number of pages: 20 Posted: 10 Apr 2026
Yanjia Yu, Xiaoling Lu, Hazim Antonious, Bin Yan, Zimeng Chen, Qianhui Jiang, Yilin Wang, Ping Yang, Tran Nhan, Yu-xiong Su, Jing Qin, Yong Liu and Junwen Wang
Guangxi Minzu University, The University of Hong Kong, Mayo Clinic, The University of Hong Kong, The University of Hong Kong, The University of Hong Kong, The University of Hong Kong, Mayo Clinic - Division of Epidemiology, Mayo Clinic, The University of Hong Kong - Department of Oral and Maxillofacial Surgery, affiliation not provided to SSRN, Guangxi Minzu University and The University of Hong Kong
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Deep Learning, Cancer classification, Survival risk prediction, Multi-omics integration, Representation learning, transfer learning