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- 2026
[j8]Ziwei Zou
, Xiaoyan Kui, Wenqi Lu, Yang Li, Zhipeng Hu, Jinming Duan, Beiji Zou:
Robust tumor segmentation in incomplete multi-modal imaging via a synergy of diffusion and Mamba models. Biomed. Signal Process. Control. 112: 108685 (2026)- [j7]Xiaoyan Kui, Ziwei Zou, Yang Li, Zhipeng Hu, Shen Jiang, Zhi Chen, Yangyang Shi, Beiji Zou:
Multimodal Rebalanced Network with bidirectional interaction for tumor segmentation in PET/CT images. Biomed. Signal Process. Control. 116: 109596 (2026) - [j6]Ziwei Zou, Wenqi Lu, Qiongyao Liu, Tongxue Zhou, Jinming Duan:
IMH-Net: Importance-aware Mamba and cross-modal hypergraph modeling for precise PET/CT tumor segmentation. Expert Syst. Appl. 326: 132776 (2026) - [j5]Xiaoyan Kui, Zhipeng Hu, Zexin Ji, Shen Jiang, Qianmu Xiao, Ziwei Zou, Qinsong Li, Yang Li, Beiji Zou, Liming Chen:
DCFANet: Merging dynamic context clustering mamba and context-to-focus attention for medical image segmentation. Neurocomputing 680: 133326 (2026) - [j4]Zhipeng Hu, Xiaoyan Kui, Shen Jiang, Ziwei Zou, Ziheng Huang, Canwei Liu, Enhao Ning, Qinsong Li, Liming Chen, Beiji Zou:
HG-Mamba:Multi-view dynamic hypergraph modeling with state space model for medical image segmentation. Inf. Fusion 133: 104326 (2026) - [j3]Fengming Lin, Arezoo Zakeri, Yidan Xue, Michael MacRaild, Haoran Dou, Zherui Zhou, Ziwei Zou, Ali Sarrami-Foroushani, Jinming Duan, Alejandro F. Frangi:
From pixels to polygons: A survey of deep learning approaches for medical image-to-mesh reconstruction. Medical Image Anal. 113: 104153 (2026) - 2025
- [j2]Zhipeng Hu, Xiaoyan Kui, Canwei Liu, Shen Jiang, Min Zhang, Ziwei Zou, Beiji Zou:
Predicting Driver Genes From Multi-Omics Data Using Hierarchical Multi-Feature Synergy Model. IEEE Trans. Comput. Biol. Bioinform. 22(6): 3305-3316 (2025) - [c3]Zhi Chen, Beiji Zou, Xiaoyan Kui, Ziwei Zou, Jinming Duan:
Aligning Medical Images and Language Through Multimodal Medical Rationales. BIBM 2025: 1592-1597 - [i2]Fengming Lin, Arezoo Zakeri, Yidan Xue, Michael MacRaild, Haoran Dou, Zherui Zhou, Ziwei Zou, Ali Sarrami-Foroushani, Jinming Duan, Alejandro F. Frangi:
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction. CoRR abs/2505.03599 (2025) - [i1]Ziwei Zou, Beiji Zou, Xiaoyan Kui, Wenqi Lu, Haoran Dou, Arezoo Zakeri, Timothy Cootes, Alejandro F. Frangi, Jinming Duan:
An Efficient Model-Driven Groupwise Approach for Atlas Construction. CoRR abs/2508.10743 (2025) - 2024
- [j1]Ziwei Zou, Beiji Zou, Xiaoyan Kui, Zhi Chen, Yang Li:
DGCBG-Net: A dual-branch network with global cross-modal interaction and boundary guidance for tumor segmentation in PET/CT images. Comput. Methods Programs Biomed. 250: 108125 (2024) - 2023
- [c2]Zhuoqun Xia, Hangyu Hu, Wenjing Li, Qisheng Jiang, Chengzhang Zhu, Ziwei Zou:
A Framework for Identifying Diabetic Retinopathy Based on patch attention and lesion location. IJCNN 2023: 1-8 - [c1]Zhuoqun Xia, Qisheng Jiang, Wenjing Li, Hangyu Hu, Chengzhang Zhu, Ziwei Zou:
A Two-stream Channel Cross Enhancement Network for Diabetic Retinopathy Classification. IJCNN 2023: 1-7
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