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Updated: Jul 17, 2025

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography

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OSCNet:用于CT金属人工物学习的定向共享卷积网络

Hong Wang, Qi Xie, Dong Zeng

    IEEE transactions on medical imaging
    |September 1, 2023
    PubMed
    概括

    这项研究介绍了OSCNet,这是一种新的深度学习方法,用于X射线计算机断层扫描 (CT) 成像中的金属工件减少. OSCNet有效地去除金属植入物造成的文物,提高诊断准确度.

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    Cardiac computed tomography (CT) scanning is an advanced cardiac imaging technique that utilizes CT technology, with or without intravenous (IV) contrast, to produce accurate cross-sectional virtual slices of specific areas of the heart, coronary circulation, and major blood vessels such as the aorta, pulmonary veins, and arteries. The computer processes these slices to generate three-dimensional images. Multidetector CT (MDCT) is a rapid form of CT scanning that captures multiple slices...
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