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Updated: Jan 9, 2026

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早期识别异常的肺部传染病使用无监督异常检测检测

Rong Liu1, Yuhe Zhu1, Zhangwen Lyu1

  • 1School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China.

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

这项研究引入了一种深度学习方法,用于早期识别异常肺部传染病 (APID),使用无监督异常检测. 局部重建自编码器 (LRAE) 在CT扫描中有效检测已知和新出现的APID.

关键词:
早期识别 早期识别肺部异常传染病 (APID) 是一种非正常的传染病.计算机断层扫描图像序列 (CT图像序列)深度学习是一种深度学习.无监督异常检测 (UAD) 系统

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