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    • Review of state space models in medical image processing

    • The latest research shows that the Mamba model based on SSM has made breakthroughs in the field of medical image processing, and its performance is expected to surpass Transformer, providing new ideas for AI medical image analysis.
    • Vol. 30, Issue 9, Pages: 3111-3126(2025)   

      Received:27 September 2024

      Revised:2025-02-14

      Accepted:03 March 2025

      Published:16 September 2025

    • DOI: 10.11834/jig.240566     

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  • Zou Maoyang, Wu Yulan, Gao Lin, Wang Zhongwei, Chen Ran. 2025. Review of state space models in medical image processing. Journal of Image and Graphics, 30(9):3111-3126 DOI: 10.11834/jig.240566.
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相关作者

Liu Wei 辽宁工程技术大学理学院;辽宁工程技术大学数学与系统科学研究所;辽宁工程技术大学智能工程与数学研究院
Zhong Miao 辽宁工程技术大学理学院;辽宁工程技术大学数学与系统科学研究所
Liu Guangwei 辽宁工程技术大学矿业学院
Wang Haonan 约翰霍普金斯大学
Ning Qian 辽宁工程技术大学理学院;辽宁工程技术大学数学与系统科学研究所
Liu Jianming 江西师范大学计算机信息工程学院
Tang Yucheng 江西师范大学计算机信息工程学院
Kang Ben 大连理工大学信息与通信工程学院

相关机构

Johns Hopkins University
College of Mines, Liaoning Technical University
Institute of Intelligent Engineering and Mathematics, Liaoning Technical University
Institute of Mathematics and Systems Science, Liaoning Technical University
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