Skeleton2Mask: Skeleton-supervised airway segmentation

doi:10.1016/j.media.2025.103693

2025-07-02

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DOI：10.1016/j.media.2025.103693

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• 我们提出SKA，一种骨架标注策略，能够保持拓扑结构并节省80%的时间。 • Skeleton2Mask，一种稀疏监督方法，利用SKA进行可靠的密集气道预测。 • Skeleton2Mask使用<3%的体素标注，实现了接近全监督的精度。

期刊

Medical Image Analysis

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11.8

论文数:

3.8K

被引数:

2.4W

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