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Wenju Niu

Shanxi Medical University

Taiyuan

China

  • Shanxi Medical University

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Predicting benefit of post-radiotherapy chemotherapy in high-grade glioma: A 2.5D CNN-ViT fusion model integrating transformer and habitat-derived clustering labels

Number of pages: 44 Posted: 15 Oct 2025
Zehui li, Hui Zhang, Xin Duan, Junjie Lian, Xuan Li, Bihua Zheng, Qian Liang, Wenju Niu, Xu Liu, Yan Tan, Guoqiang Yang, Jiangfeng Du, Xiangli Yang and Xiaochun Wang
affiliation not provided to SSRN, Shanxi Medical University - First Hospital, affiliation not provided to SSRN, Shanxi Medical University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shanxi Medical University, affiliation not provided to SSRN, Shanxi Medical University, affiliation not provided to SSRN, Shanxi Medical University, affiliation not provided to SSRN and Shanxi Medical University
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Keywords: 2.5D deep learning, High-grade glioma, Chemotherapy benefit prediction, Visual Transformer, Transformer fusion model，Transcriptomic validation