Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis

Coronary artery disease is a leading cause of death worldwide. There has been a myriad of advancements in the field of cardiovascular imaging to aid in diagnosis, treatment, and prevention of coronary artery disease. The application of artificial intelligence in medicine, particularly in cardiovascu...

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Autores principales: Covas, Pedro, De Guzman, Eison, Barrows, Ian, Bradley, Andrew J., Choi, Brian G., Krepp, Joseph M., Lewis, Jannet F., Katz, Richard, Tracy, Cynthia M., Zeman, Robert K., Earls, James P., Choi, Andrew D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977643/
https://www.ncbi.nlm.nih.gov/pubmed/35387447
http://dx.doi.org/10.3389/fcvm.2022.839400
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author Covas, Pedro
De Guzman, Eison
Barrows, Ian
Bradley, Andrew J.
Choi, Brian G.
Krepp, Joseph M.
Lewis, Jannet F.
Katz, Richard
Tracy, Cynthia M.
Zeman, Robert K.
Earls, James P.
Choi, Andrew D.
author_facet Covas, Pedro
De Guzman, Eison
Barrows, Ian
Bradley, Andrew J.
Choi, Brian G.
Krepp, Joseph M.
Lewis, Jannet F.
Katz, Richard
Tracy, Cynthia M.
Zeman, Robert K.
Earls, James P.
Choi, Andrew D.
author_sort Covas, Pedro
collection PubMed
description Coronary artery disease is a leading cause of death worldwide. There has been a myriad of advancements in the field of cardiovascular imaging to aid in diagnosis, treatment, and prevention of coronary artery disease. The application of artificial intelligence in medicine, particularly in cardiovascular medicine has erupted in the past decade. This article serves to highlight the highest yield articles within cardiovascular imaging with an emphasis on coronary CT angiography methods for % stenosis evaluation and atherosclerosis quantification for the general cardiologist. The paper finally discusses the evolving paradigm of implementation of artificial intelligence in real world practice.
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spelling pubmed-89776432022-04-05 Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis Covas, Pedro De Guzman, Eison Barrows, Ian Bradley, Andrew J. Choi, Brian G. Krepp, Joseph M. Lewis, Jannet F. Katz, Richard Tracy, Cynthia M. Zeman, Robert K. Earls, James P. Choi, Andrew D. Front Cardiovasc Med Cardiovascular Medicine Coronary artery disease is a leading cause of death worldwide. There has been a myriad of advancements in the field of cardiovascular imaging to aid in diagnosis, treatment, and prevention of coronary artery disease. The application of artificial intelligence in medicine, particularly in cardiovascular medicine has erupted in the past decade. This article serves to highlight the highest yield articles within cardiovascular imaging with an emphasis on coronary CT angiography methods for % stenosis evaluation and atherosclerosis quantification for the general cardiologist. The paper finally discusses the evolving paradigm of implementation of artificial intelligence in real world practice. Frontiers Media S.A. 2022-03-21 /pmc/articles/PMC8977643/ /pubmed/35387447 http://dx.doi.org/10.3389/fcvm.2022.839400 Text en Copyright © 2022 Covas, De Guzman, Barrows, Bradley, Choi, Krepp, Lewis, Katz, Tracy, Zeman, Earls and Choi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cardiovascular Medicine
Covas, Pedro
De Guzman, Eison
Barrows, Ian
Bradley, Andrew J.
Choi, Brian G.
Krepp, Joseph M.
Lewis, Jannet F.
Katz, Richard
Tracy, Cynthia M.
Zeman, Robert K.
Earls, James P.
Choi, Andrew D.
Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title_full Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title_fullStr Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title_full_unstemmed Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title_short Artificial Intelligence Advancements in the Cardiovascular Imaging of Coronary Atherosclerosis
title_sort artificial intelligence advancements in the cardiovascular imaging of coronary atherosclerosis
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8977643/
https://www.ncbi.nlm.nih.gov/pubmed/35387447
http://dx.doi.org/10.3389/fcvm.2022.839400
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