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Updated: Jul 30, 2026

From Voxels to Knowledge: A Practical Guide to the Segmentation of Complex Electron Microscopy 3D-Data
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QuPaS:基于SAM的半监督的血本病理图像细分与量子力场微调和对抗估计.

Siyang Feng, Xipeng Pan, Weidong Zhang

    IEEE transactions on medical imaging
    |February 27, 2026
    PubMed
    概括

    半监督细分 (S3),通过细分任何模型 (SAM) 增强,改进了他的病理学图像分析. 我们的QuPaS框架利用量子力场微调和对抗估计来实现卓越的细分性能.

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    相关概念视频

    Scanning Electron Microscopy01:07

    Scanning Electron Microscopy

    A scanning electron microscope (SEM) is used to study the surface features of a sample by using an electron beam that scans the sample surface in a two-dimensional manner. Typically, areas between ~1 centimeter to 5 micrometers in width can be imaged. SEM can be used to image bacteria, viruses, tissues as well as larger samples like insects. Conventional SEM gives a magnification ranging from 20X to 30,000X and spatial resolution of 50 to 100 nanometers.
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