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Updated: Jun 3, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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用生物标志物和X射线成像检测COVID-19的多模式机器学习方法

Kagan Tur1

  • 1Internal Medicine Department, Faculty of Medicine, Ahi Evran University, Kirsehir 40200, Turkey.

Diagnostics (Basel, Switzerland)
|January 8, 2025
PubMed
概括

这项研究开发了一个人工智能模型,将患者数据和X射线结合起来,以准确检测COVID-19. 多模式方法显著改善了诊断性能,为临床环境提供了一个有前途的工具.

关键词:
在COVID-19诊断中使用的诊断方法.在SHAP和LIME分析中,生物标志物和成像技术多模模式机器学习

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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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Imaging Studies for Cardiovascular System III: X-Ray

The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
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