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Updated: Jul 19, 2025

Human Brown Adipose Tissue Depots Automatically Segmented by Positron Emission Tomography/Computed Tomography and Registered Magnetic Resonance Images
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人工智能在使用像素强度计数的胸部X射线中识别自我报告的种族的能力

John Lee Burns1, Zachary Zaiman2, Jack Vanschaik1

  • 1Indiana University, School of Informatics, Indianapolis, Indiana, United States.

Journal of medical imaging (Bellingham, Wash.)
|August 7, 2023
PubMed
概括

只有使用灰度尺度像素强度数据,可以从胸部X射线中预测种族. 这一发现表明,种族嵌入到图像像素值中,而不仅仅是物理结构,影响机器学习分类任务.

关键词:
偏见 偏见 偏见 偏见 偏见机器学习是机器学习.人口成像技术的人口成像技术一个X射线.

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相关概念视频

X-ray Imaging01:24

X-ray Imaging

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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