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一个端到端的神经网络用于使用单拍扫描进行4D心脏CT重建

Zhenyao Yan1, Zhennong Chen2, Liang Li1

  • 1Department of Engineering Physics, Tsinghua University, Beijing 100084, People's Republic of China.

Physics in medicine and biology
|April 9, 2025
PubMed
概括

这项研究引入了用于心脏CT成像的深度学习框架,显著减少单拍扫描中的运动文物. 该方法提高了图像质量和心脏病的诊断准确度,即使心律不规则.

关键词:
4D心脏CT 4D心脏CT在MC重建的重建.深度学习是一种深度学习.终端到终端的终端.

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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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