Chapter 10 - Artificial intelligence in echocardiography

Mohsen Dorraki, Partho P. Sengupta, Johan W. Verjans

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

Echocardiography is the diagnostic workhorse in cardiology, but interpretation can be inconsistent. Machine learning (ML) and artificial intelligence (AI) are increasingly being used in echocardiography, effecting significant improvements in accuracy and reproducibility. This chapter reviews state-of-the-art ML applications including segmentation, diagnostic classification, and outcome prediction.

Original languageEnglish
Title of host publicationIntelligence-Based Cardiology and Cardiac Surgery
Subtitle of host publicationArtificial Intelligence and Human Cognition in Cardiovascular Medicine
PublisherElsevier
Pages179-184
Number of pages6
ISBN (Electronic)9780323905343
ISBN (Print)9780323906296
DOIs
Publication statusPublished or Issued - 1 Jan 2023

Keywords

  • Artificial intelligence in echocardiography
  • Machine learning in echocardiography

ASJC Scopus subject areas

  • General Agricultural and Biological Sciences
  • General Biochemistry,Genetics and Molecular Biology

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