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Parallel prototype filter and feature refinement for few-shot medical image segmentation
Regular Papers | Updated：2026-01-07

    • Parallel prototype filter and feature refinement for few-shot medical image segmentation

    • 并行原型滤波与特征细化在少样本医学图像分割中的应用
    • “In the field of few-shot medical image segmentation, PPFFR introduces its research progress. Expert researchers established the PPFFR system, which provides solutions to solve the problems of inter-class variation and computational complexity, opening up a new direction for few-shot learning research and laying a foundation for the construction of efficient medical image segmentation systems.”
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 11, Pages: 2143-2158(2025)

    • DOI：10.1631/FITEE.2500304    

      CLC： TP391.41;R445

    • Received：11 May 2025，

      Revised：2025-09-03，

      Published Online：12 December 2025，

      Published：2025-11

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  • Haoxiang ZHU, Houjin CHEN, Yanfeng LI, et al. Parallel prototype filter and feature refinement for few-shot medical image segmentation[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(11): 2143-2158. DOI： 10.1631/FITEE.2500304.

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