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 language | English |
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Title of host publication | Intelligence-Based Cardiology and Cardiac Surgery |
Subtitle of host publication | Artificial Intelligence and Human Cognition in Cardiovascular Medicine |
Publisher | Elsevier |
Pages | 179-184 |
Number of pages | 6 |
ISBN (Electronic) | 9780323905343 |
ISBN (Print) | 9780323906296 |
DOIs | |
Publication status | Published 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