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Updated: Jun 18, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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在医学超声波图像分割中,用于半监督和对比学习的多尺度交换机

Jingguo Qu, Xinyang Han, Yao Pu

    IEEE transactions on neural networks and learning systems
    |March 10, 2026
    PubMed
    概括

    交换机,一个新的半监督学习 (SSL) 框架,通过改进未标记的数据利用和特征表示来增强医疗超声波 (美国) 图像细分. 这种方法实现了卓越的性能,甚至在资源有限的环境中超过了完全监督的方法.

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    Computed Tomography01:10

    Computed Tomography

    Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
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    Magnetic Resonance Imaging01:24

    Magnetic Resonance Imaging

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    Imaging Studies I: CT and MRI

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    Imaging Studies III: Computed Tomography01:27

    Imaging Studies III: Computed Tomography

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