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胸部X射线中的自动化多损伤注释:使用基于AI的智能图像框架和真实化 (SIFT) 系统,注释来自公共数据集的45万多张图像

Lin Guo1, Fleming Y M Lure2, Teresa Wu3

  • 1Shenzhen Zhiying Medical Imaging, Shenzhen, Guangdong, China.

Proceedings of SPIE--the International Society for Optical Engineering
|April 29, 2025
PubMed
概括

一个人工智能工具,智能图像框架和真实化 (SIFT),有效地注释了胸部X射线上的肺病变. 这种由人工智能驱动的系统显著提高了放射科医生的效率,并增强了开发新人工智能技术的数据集.

关键词:
胸部X射线扫描 胸部X射线扫描人工智能的人工智能是人工智能.病变注释 病变注释多重的肺损伤多重的肺损伤

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X-ray Imaging01:24

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German physicist Wilhelm Röntgen (1845–1923) was experimenting with electrical current when he discovered that a mysterious and invisible "ray" would pass through his flesh but leave an outline of his bones on a screen coated with a metal compound. In 1895, Röntgen made the first durable record of the internal parts of a living human: an "X-ray" image (as it came to be called) of his wife’s hand. Scientists worldwide quickly began their own experiments with X-rays, and by 1900, X-ray was widely...