Magnetic Resonance Texture Analysis in Myocardial Infarction

Texture analysis (TA) is a newly arisen field that can detect the invisible MRI signal changes among image pixels. Myocardial infarction (MI) is cardiomyocyte necrosis caused by myocardial ischemia and hypoxia, becoming the primary cause of death and disability worldwide. In recent years, various TA...

Descripción completa

Detalles Bibliográficos
Autores principales: Peng, Fei, Zheng, Tian, Tang, Xiaoping, Liu, Qiao, Sun, Zijing, Feng, Zhaofeng, Zhao, Heng, Gong, Lianggeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581163/
https://www.ncbi.nlm.nih.gov/pubmed/34778395
http://dx.doi.org/10.3389/fcvm.2021.724271
_version_ 1784596744963620864
author Peng, Fei
Zheng, Tian
Tang, Xiaoping
Liu, Qiao
Sun, Zijing
Feng, Zhaofeng
Zhao, Heng
Gong, Lianggeng
author_facet Peng, Fei
Zheng, Tian
Tang, Xiaoping
Liu, Qiao
Sun, Zijing
Feng, Zhaofeng
Zhao, Heng
Gong, Lianggeng
author_sort Peng, Fei
collection PubMed
description Texture analysis (TA) is a newly arisen field that can detect the invisible MRI signal changes among image pixels. Myocardial infarction (MI) is cardiomyocyte necrosis caused by myocardial ischemia and hypoxia, becoming the primary cause of death and disability worldwide. In recent years, various TA studies have been performed in patients with MI and show a good clinical application prospect. This review briefly presents the main pathogenesis and pathophysiology of MI, introduces the overview and workflow of TA, and summarizes multiple magnetic resonance TA (MRTA) clinical applications in MI. We also discuss the facing challenges currently for clinical utilization and propose the prospect.
format Online
Article
Text
id pubmed-8581163
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-85811632021-11-12 Magnetic Resonance Texture Analysis in Myocardial Infarction Peng, Fei Zheng, Tian Tang, Xiaoping Liu, Qiao Sun, Zijing Feng, Zhaofeng Zhao, Heng Gong, Lianggeng Front Cardiovasc Med Cardiovascular Medicine Texture analysis (TA) is a newly arisen field that can detect the invisible MRI signal changes among image pixels. Myocardial infarction (MI) is cardiomyocyte necrosis caused by myocardial ischemia and hypoxia, becoming the primary cause of death and disability worldwide. In recent years, various TA studies have been performed in patients with MI and show a good clinical application prospect. This review briefly presents the main pathogenesis and pathophysiology of MI, introduces the overview and workflow of TA, and summarizes multiple magnetic resonance TA (MRTA) clinical applications in MI. We also discuss the facing challenges currently for clinical utilization and propose the prospect. Frontiers Media S.A. 2021-10-28 /pmc/articles/PMC8581163/ /pubmed/34778395 http://dx.doi.org/10.3389/fcvm.2021.724271 Text en Copyright © 2021 Peng, Zheng, Tang, Liu, Sun, Feng, Zhao and Gong. 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
Peng, Fei
Zheng, Tian
Tang, Xiaoping
Liu, Qiao
Sun, Zijing
Feng, Zhaofeng
Zhao, Heng
Gong, Lianggeng
Magnetic Resonance Texture Analysis in Myocardial Infarction
title Magnetic Resonance Texture Analysis in Myocardial Infarction
title_full Magnetic Resonance Texture Analysis in Myocardial Infarction
title_fullStr Magnetic Resonance Texture Analysis in Myocardial Infarction
title_full_unstemmed Magnetic Resonance Texture Analysis in Myocardial Infarction
title_short Magnetic Resonance Texture Analysis in Myocardial Infarction
title_sort magnetic resonance texture analysis in myocardial infarction
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8581163/
https://www.ncbi.nlm.nih.gov/pubmed/34778395
http://dx.doi.org/10.3389/fcvm.2021.724271
work_keys_str_mv AT pengfei magneticresonancetextureanalysisinmyocardialinfarction
AT zhengtian magneticresonancetextureanalysisinmyocardialinfarction
AT tangxiaoping magneticresonancetextureanalysisinmyocardialinfarction
AT liuqiao magneticresonancetextureanalysisinmyocardialinfarction
AT sunzijing magneticresonancetextureanalysisinmyocardialinfarction
AT fengzhaofeng magneticresonancetextureanalysisinmyocardialinfarction
AT zhaoheng magneticresonancetextureanalysisinmyocardialinfarction
AT gonglianggeng magneticresonancetextureanalysisinmyocardialinfarction

Ejemplares similares