Artificial Intelligence in Cardiovascular CT and MR Imaging

The technological development of Artificial Intelligence (AI) has grown rapidly in recent years. The applications of AI to cardiovascular imaging are various and could improve the radiologists’ workflow, speeding up acquisition and post-processing time, increasing image quality and diagnostic accura...

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Detalles Bibliográficos
Autores principales: Lanzafame, Ludovica R. M., Bucolo, Giuseppe M., Muscogiuri, Giuseppe, Sironi, Sandro, Gaeta, Michele, Ascenti, Giorgio, Booz, Christian, Vogl, Thomas J., Blandino, Alfredo, Mazziotti, Silvio, D’Angelo, Tommaso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9968221/
https://www.ncbi.nlm.nih.gov/pubmed/36836864
http://dx.doi.org/10.3390/life13020507
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author Lanzafame, Ludovica R. M.
Bucolo, Giuseppe M.
Muscogiuri, Giuseppe
Sironi, Sandro
Gaeta, Michele
Ascenti, Giorgio
Booz, Christian
Vogl, Thomas J.
Blandino, Alfredo
Mazziotti, Silvio
D’Angelo, Tommaso
author_facet Lanzafame, Ludovica R. M.
Bucolo, Giuseppe M.
Muscogiuri, Giuseppe
Sironi, Sandro
Gaeta, Michele
Ascenti, Giorgio
Booz, Christian
Vogl, Thomas J.
Blandino, Alfredo
Mazziotti, Silvio
D’Angelo, Tommaso
author_sort Lanzafame, Ludovica R. M.
collection PubMed
description The technological development of Artificial Intelligence (AI) has grown rapidly in recent years. The applications of AI to cardiovascular imaging are various and could improve the radiologists’ workflow, speeding up acquisition and post-processing time, increasing image quality and diagnostic accuracy. Several studies have already proved AI applications in Coronary Computed Tomography Angiography and Cardiac Magnetic Resonance, including automatic evaluation of calcium score, quantification of coronary stenosis and plaque analysis, or the automatic quantification of heart volumes and myocardial tissue characterization. The aim of this review is to summarize the latest advances in the field of AI applied to cardiovascular CT and MR imaging.
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spelling pubmed-99682212023-02-27 Artificial Intelligence in Cardiovascular CT and MR Imaging Lanzafame, Ludovica R. M. Bucolo, Giuseppe M. Muscogiuri, Giuseppe Sironi, Sandro Gaeta, Michele Ascenti, Giorgio Booz, Christian Vogl, Thomas J. Blandino, Alfredo Mazziotti, Silvio D’Angelo, Tommaso Life (Basel) Review The technological development of Artificial Intelligence (AI) has grown rapidly in recent years. The applications of AI to cardiovascular imaging are various and could improve the radiologists’ workflow, speeding up acquisition and post-processing time, increasing image quality and diagnostic accuracy. Several studies have already proved AI applications in Coronary Computed Tomography Angiography and Cardiac Magnetic Resonance, including automatic evaluation of calcium score, quantification of coronary stenosis and plaque analysis, or the automatic quantification of heart volumes and myocardial tissue characterization. The aim of this review is to summarize the latest advances in the field of AI applied to cardiovascular CT and MR imaging. MDPI 2023-02-11 /pmc/articles/PMC9968221/ /pubmed/36836864 http://dx.doi.org/10.3390/life13020507 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Lanzafame, Ludovica R. M.
Bucolo, Giuseppe M.
Muscogiuri, Giuseppe
Sironi, Sandro
Gaeta, Michele
Ascenti, Giorgio
Booz, Christian
Vogl, Thomas J.
Blandino, Alfredo
Mazziotti, Silvio
D’Angelo, Tommaso
Artificial Intelligence in Cardiovascular CT and MR Imaging
title Artificial Intelligence in Cardiovascular CT and MR Imaging
title_full Artificial Intelligence in Cardiovascular CT and MR Imaging
title_fullStr Artificial Intelligence in Cardiovascular CT and MR Imaging
title_full_unstemmed Artificial Intelligence in Cardiovascular CT and MR Imaging
title_short Artificial Intelligence in Cardiovascular CT and MR Imaging
title_sort artificial intelligence in cardiovascular ct and mr imaging
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9968221/
https://www.ncbi.nlm.nih.gov/pubmed/36836864
http://dx.doi.org/10.3390/life13020507
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