Artificial Intelligence in Echocardiography

Tex Heart Inst J. 2022 Mar 1;49(2):e217671. 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.

Keywords: Algorithms; artificial intelligence; cardiac imaging techniques/methods; deep learning; diagnosis, computer-assisted; echocardiography; image interpretation, computer-assisted; imaging, three-dimensional; investigative techniques.

MeSH terms

  • Algorithms
  • Artificial Intelligence*
  • Echocardiography*
  • Humans