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深度学习模型在胸部X射线中进行COVID-19检测的多中心基准测试

Rachael Harkness1,2, Alejandro F Frangi3,4, Kieran Zucker5

  • 1School of Computing, University of Leeds, Leeds, United Kingdom.

Frontiers in radiology
|June 5, 2024
PubMed
概括

从胸部X射线检测COVID-19的深度学习模型在英国人群中表现良好,但在国际上表现不佳. 临床医生的参与对于开发临床有用的人工智能工具至关重要.

关键词:
在 COVID-19 疫情中,人工智能的人工智能是人工智能.基准测试 (benchmarking) 是一种比较的方法.胸部X射线 胸部X射线深度学习是一种深度学习.

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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...