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Updated: Jan 9, 2026

Deep Learning-Based Segmentation of Cryo-Electron Tomograms
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Deep Learning-Based Segmentation of Cryo-Electron Tomograms

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双分支剩余编码器-解码器卷积神经网络 (DB-REDCNN):一个计算机断层扫描集成的多式联网用于正子发射断层扫描 denoising

Yang Liu1, Guanglu Zou1, Tao Li1

  • 1School of Electronics and Information, Zhengzhou University of Light Industry, Zhengzhou, China.

Quantitative imaging in medicine and surgery
|December 10, 2025
PubMed
概括

这项研究引入了一个双分支网络 (DB-REDCNN),该网络使用CT扫描来提高低剂量PET (LDPET) 成像质量. 该方法提高了小损伤的检测,并保持了全剂量PET (FDPET) 的图像质量,同时减少了辐射暴露.

关键词:
阳位子辐射断层扫描 (PET)计算机断层扫描 (CT) 是一种计算机断层扫描.深度学习是一种深度学习.低剂量的低剂量多分支机构的多分支机构

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