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一个基于深度学习的框架,用于识别和定位多种异常,并评估胸部X射线X射线中的心肌大病

Weijie Fan1, Yi Yang2, Jing Qi2

  • 1Department of Radiology, Second Affiliated Hospital, Army Medical University, Chongqing, 400037, P. R. China.

Nature communications
|February 14, 2024
PubMed
概括

一个新的深度学习框架准确地识别和定位14个胸部X射线异常,并计算心胸比率. 这种人工智能工具超过了高级放射科医生,提供了出色的临床适用性.

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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...
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