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半监督医疗图像分割的不确定性意识交叉培训

Kaiwen Huang, Tao Zhou, Huazhu Fu

    IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
    |August 29, 2025
    PubMed
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    这项研究引入了半监督医疗图像分割 (UC-Seg) 的不确定性意识交叉培训框架. 通过缓解模型偏差和使用不确定性地图生成高可靠性伪标签,UC-Seg提高了细分精度.

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