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人工智能在超声心动图中的应用。

Artificial Intelligence in Echocardiography.

机构信息

Center for Women's Heart and Vascular Health, Texas Heart Institute, Houston, Texas.

出版信息

Tex Heart Inst J. 2022 Mar 1;49(2). doi: 10.14503/THIJ-21-7671.

Abstract

Artificial intelligence in diagnostic cardiac-imaging platforms is advancing rapidly. In particular, artificial intelligence algorithms have increased the efficiency and accuracy of echocardiographic cardiovascular imaging, resulting in more complex echocardiographic imaging techniques and expanded use among noncardiologists. Here, we provide an overview of real-world applications of artificial intelligence in echocardiography including automatic high-quality computer-optimized image acquisition sequences, automated measurements, and algorithms for the rapid and accurate interpretation of cardiac physiology. These advances will not replace physicians but will improve their productivity, workflow, and diagnostic performance.

摘要

人工智能在诊断心脏成像平台上的发展迅速。特别是,人工智能算法提高了超声心动图心血管成像的效率和准确性,导致更复杂的超声心动图成像技术和在非心脏病专家中的广泛应用。在这里,我们提供了人工智能在超声心动图中的实际应用概述,包括自动高质量的计算机优化图像采集序列、自动测量以及快速准确解释心脏生理学的算法。这些进展不会取代医生,但将提高他们的工作效率、工作流程和诊断性能。

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本文引用的文献

2
Artificial intelligence and cardiovascular imaging: A win-win combination.人工智能与心血管成像:双赢组合。
Anatol J Cardiol. 2020 Oct;24(4):214-223. doi: 10.14744/AnatolJCardiol.2020.94491.
3
Artificial Intelligence and Echocardiography: A Primer for Cardiac Sonographers.人工智能与超声心动图:心脏超声医师入门指南。
J Am Soc Echocardiogr. 2020 Sep;33(9):1061-1066. doi: 10.1016/j.echo.2020.04.025. Epub 2020 Jun 11.
6
Artificial Intelligence for the Measurement of the Aortic Valve Annulus.人工智能在主动脉瓣环测量中的应用。
J Cardiothorac Vasc Anesth. 2020 Jan;34(1):65-71. doi: 10.1053/j.jvca.2019.06.017. Epub 2019 Jun 17.
9
Artificial intelligence and echocardiography.人工智能与超声心动图
Echo Res Pract. 2018 Dec 1;5(4):R115-R125. doi: 10.1530/ERP-18-0056.
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Fully Automated Echocardiogram Interpretation in Clinical Practice.临床实践中的全自动超声心动图解读。
Circulation. 2018 Oct 16;138(16):1623-1635. doi: 10.1161/CIRCULATIONAHA.118.034338.

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