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Updated: Jun 14, 2026

Combined In vivo Optical and µCT Imaging to Monitor Infection, Inflammation, and Bone Anatomy in an Orthopaedic Implant Infection in Mice
18:40

Combined In vivo Optical and µCT Imaging to Monitor Infection, Inflammation, and Bone Anatomy in an Orthopaedic Implant Infection in Mice

Published on: October 16, 2014

使用深度学习增强同步辐射微型CT图像:Noise2Inverse在骨成像中的应用

Yoshihiro Obata1, Dilworth Y Parkinson2, Daniël M Pelt3

  • 1Department of Mechanical and Aerospace Engineering, University of California San Diego, San Diego, CA 92161, USA.

Journal of synchrotron radiation
|April 1, 2025
PubMed
概括

自主监督的深度学习 (Noise2Inverse) 有效地减少了低剂量同步辐射微计算机断层扫描 (SRμCT) 骨图像中的噪音. 然而,微观结构量化需要仔细验证,因为在非常低的剂量下可能出现扭曲.

关键词:
噪声2反向的噪声骨成像 骨成像 骨成像卷积神经网络是一种卷积神经网络.机器学习是机器学习.微观断层图谱 (microtomography) 是一种微观断层图谱.

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