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Current and Future Applications of Artificial Intelligence in Coronary Artery Disease

Authors :
Nitesh Gautam
Prachi Saluja
Abdallah Malkawi
Mark G. Rabbat
Mouaz H. Al-Mallah
Gianluca Pontone
Yiye Zhang
Benjamin C. Lee
Subhi J. Al’Aref
Source :
Healthcare, Vol 10, Iss 2, p 232 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

Cardiovascular diseases (CVDs) carry significant morbidity and mortality and are associated with substantial economic burden on healthcare systems around the world. Coronary artery disease, as one disease entity under the CVDs umbrella, had a prevalence of 7.2% among adults in the United States and incurred a financial burden of 360 billion US dollars in the years 2016–2017. The introduction of artificial intelligence (AI) and machine learning over the last two decades has unlocked new dimensions in the field of cardiovascular medicine. From automatic interpretations of heart rhythm disorders via smartwatches, to assisting in complex decision-making, AI has quickly expanded its realms in medicine and has demonstrated itself as a promising tool in helping clinicians guide treatment decisions. Understanding complex genetic interactions and developing clinical risk prediction models, advanced cardiac imaging, and improving mortality outcomes are just a few areas where AI has been applied in the domain of coronary artery disease. Through this review, we sought to summarize the advances in AI relating to coronary artery disease, current limitations, and future perspectives.

Details

Language :
English
ISSN :
22279032 and 12102741
Volume :
10
Issue :
2
Database :
Directory of Open Access Journals
Journal :
Healthcare
Publication Type :
Academic Journal
Accession number :
edsdoj.f725fd121027416588b76bdb70c01ae7
Document Type :
article
Full Text :
https://doi.org/10.3390/healthcare10020232