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相关概念视频

X-ray Imaging01:24

X-ray Imaging

5.5K
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...
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X-ray Diffraction of Biological Samples01:10

X-ray Diffraction of Biological Samples

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X-ray diffraction or XRD is an analytical tool that utilizes X-rays to study ordered structures such as crystalline organic and inorganic samples, polycrystalline materials, proteins, carbohydrates, and drugs.
According to Bragg's law, when X-rays strike the sample positioned on a stage, the rays are  scattered by the electron clouds around the sample atoms. The  X-ray diffraction or scattering is caused by constructive interference of the X-ray waves that reflect off the internal...
3.8K
X-ray Crystallography02:18

X-ray Crystallography

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The size of the unit cell and the arrangement of atoms in a crystal may be determined from measurements of the diffraction of X-rays by the crystal, termed X-ray crystallography.
Diffraction
Diffraction is the change in the direction of travel experienced by an electromagnetic wave when it encounters a physical barrier whose dimensions are comparable to those of the wavelength of the light. X-rays are electromagnetic radiation with wavelengths about as long as the distance between neighboring...
23.9K

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相关实验视频

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X-ray Dose Reduction through Adaptive Exposure in Fluoroscopic Imaging
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合成数据加速了对X射线图像分析的基于学习的概括算法的开发.

Cong Gao1, Benjamin D Killeen1, Yicheng Hu1

  • 1Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA.

Nature machine intelligence
|March 25, 2024
PubMed
概括

人工智能 (AI) 现在可以使用模拟数据分析医疗图像. 在合成的X射线图像 (SyntheX) 上训练人工智能,实现与真实数据可比的性能,加速开发.

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科学领域:

  • 医学成像医学成像
  • 人工智能的人工智能是人工智能.
  • 机器学习 机器学习

背景情况:

  • 使用人工智能的医疗图像的自动解释正在推进.
  • 人工智能在干预图像分析中的应用受到数据收集挑战的限制.
  • 限制包括道德问题,成本,可扩展性,数据完整性和缺乏基本真相.

研究的目的:

  • 探索使用现实的模拟图像用于训练人工智能进行干预图像分析的可行性.
  • 使用合成数据开发用于X射线图像分析的模型传输范式.
  • 在医疗AI开发中克服现实世界数据收集的局限性.

主要方法:

  • 创建现实的模拟人类模型,用于生成合成医疗图像.
  • 训练人工智能图像分析模型的合成数据与域泛化技术相结合.
  • 开发用于X射线图像分析的SyntheX模型传输范式.

主要成果:

  • 在合成数据上训练的人工智能模型的表现与在真实数据上训练的模型相比.
  • SyntheX范式展示了有效的X射线图像分析.
  • 由于更大的数据集有效性,SyntheX训练模型有时会超过真实数据训练模型.

结论:

  • 逼真的模拟图像为人工智能培训提供了一个可行的替代大规模现场数据收集的可行替代方案.
  • SyntheX可以加速基于AI的X射线系统的开发和评估.
  • 这种方法有助于测试新的仪器仪表和外科手术技术,而没有道德或实际数据限制.