基于自动化和机器学习原理的三维超声心动图与心脏形态测量学的复兴。
Three-Dimensional Echocardiography Based on Automation and Machine Learning Principles and the Renaissance of Cardiac Morphometry.
作者信息
Barbieri Andrea, Pepi Mauro
机构信息
Division of Cardiology, Department of Diagnostics, Clinical and Public Health Medicine, Policlinico University Hospital of Modena, University of Modena and Reggio Emilia, 41124 Modena, Italy.
Centro Cardiologico Monzino IRCCS, 20138 Milan, Italy.
出版信息
J Clin Med. 2022 Jul 27;11(15):4357. doi: 10.3390/jcm11154357.
Abstract
Today, the core component of all transthoracic echocardiography reports is the quantification of cardiac chamber size and function using advanced echocardiography modalities such as three-dimensional echocardiography (3DE), in line with the rising demand for quantifications of cardiac chambers with high measurement accuracy and reproducibility [...].
摘要
如今，所有经胸超声心动图报告的核心组成部分是使用先进的超声心动图技术（如三维超声心动图（3DE））对心腔大小和功能进行量化，这与对具有高测量准确性和可重复性的心腔量化的需求不断增加相一致[...]。
相似文献
1
Three-Dimensional Echocardiography Based on Automation and Machine Learning Principles and the Renaissance of Cardiac Morphometry.基于自动化和机器学习原理的三维超声心动图与心脏形态测量学的复兴。
J Clin Med. 2022 Jul 27;11(15):4357. doi: 10.3390/jcm11154357.
2
Machine Learning-Based Three-Dimensional Echocardiographic Quantification of Right Ventricular Size and Function: Validation Against Cardiac Magnetic Resonance.基于机器学习的三维超声心动图右心室大小和功能定量：与心脏磁共振的对照验证。
J Am Soc Echocardiogr. 2019 Aug;32(8):969-977. doi: 10.1016/j.echo.2019.04.001. Epub 2019 Jun 4.
3
European Association of Cardiovascular Imaging/Cardiovascular Imaging Department of the Brazilian Society of Cardiology recommendations for the use of cardiac imaging to assess and follow patients after heart transplantation.欧洲心血管影像协会/巴西心脏病学会心血管影像学部关于心脏移植后评估和随访患者使用心脏影像的建议。
Eur Heart J Cardiovasc Imaging. 2015 Sep;16(9):919-48. doi: 10.1093/ehjci/jev139. Epub 2015 Jul 2.
4
Realization of fully automated quantification of left ventricular volumes and systolic function using transthoracic 3D echocardiography.使用经胸三维超声心动图实现左心室容积和收缩功能的全自动定量分析。
Cardiovasc Ultrasound. 2018 Jan 23;16(1):2. doi: 10.1186/s12947-017-0121-8.
5
Automated, machine learning-based, 3D echocardiographic quantification of left ventricular mass.基于机器学习的左心室质量自动三维超声心动图量化分析
Echocardiography. 2019 Feb;36(2):312-319. doi: 10.1111/echo.14234. Epub 2018 Dec 28.
6
Accuracy and reproducibility of right ventricular quantification in patients with pressure and volume overload using single-beat three-dimensional echocardiography.使用单搏三维超声心动图对压力和容量负荷过重患者右心室定量的准确性和可重复性。
J Am Soc Echocardiogr. 2015 Mar;28(3):363-74. doi: 10.1016/j.echo.2014.10.012. Epub 2014 Dec 10.
7
Feasibility of New Transthoracic Three-Dimensional Echocardiographic Automated Software for Left Heart Chamber Quantification in Children.新型经胸三维超声心动图自动软件用于儿童左心腔定量的可行性。
J Am Soc Echocardiogr. 2019 Jan;32(1):121-134.e1. doi: 10.1016/j.echo.2018.08.001. Epub 2018 Sep 18.
8
[Current clinical applications of three-dimensional echocardiography].[三维超声心动图的当前临床应用]
G Ital Cardiol (Rome). 2019 Dec;20(12):722-735. doi: 10.1714/3271.32381.
9
Current clinical applications of transthoracic three-dimensional echocardiography.经胸三维超声心动图的当前临床应用
J Cardiovasc Ultrasound. 2012 Mar;20(1):1-22. doi: 10.4250/jcu.2012.20.1.1. Epub 2012 Mar 27.
10
Three-dimensional echocardiographic evaluation of right ventricular volume and function in pediatric patients: validation of the technique.小儿患者右心室容积和功能的三维超声心动图评估：技术验证
J Am Soc Echocardiogr. 2007 Aug;20(8):921-9. doi: 10.1016/j.echo.2007.01.018. Epub 2007 Jun 6.
引用本文的文献
1
Current national availability of advanced echocardiography imaging: real world data from an Italian Society of Echocardiography and Cardiovascular Imaging survey.目前全国先进超声心动图成像的可及性：来自意大利超声心动图和心血管成像学会调查的真实世界数据。
Eur Heart J Imaging Methods Pract. 2023 Dec 20;1(2):qyad046. doi: 10.1093/ehjimp/qyad046. eCollection 2023 Sep.
2
Role and application of three-dimensional transthoracic echocardiography in the assessment of left and right ventricular volumes and ejection fraction: a UK nationwide survey.三维经胸超声心动图在评估左、右心室容积和射血分数中的作用及应用：一项英国全国性调查
Echo Res Pract. 2024 Apr 3;11(1):8. doi: 10.1186/s44156-024-00044-1.
本文引用的文献
1
Feasibility and Time Analysis of Three-Dimensional and Myocardial Deformation versus Conventional Two-Dimensional Echocardiography to Assess Cardiac Chambers.三维及心肌变形与传统二维超声心动图评估心腔的可行性及时间分析
J Am Soc Echocardiogr. 2022 Oct;35(10):1102-1105. doi: 10.1016/j.echo.2022.05.017. Epub 2022 Jun 9.
2
Shedding new light on the fascinating right heart.为迷人的右心带来新的启示。
Eur Heart J Cardiovasc Imaging. 2022 Jun 21;23(7):863-866. doi: 10.1093/ehjci/jeac085.
3
Utility of Real-Time Three-Dimensional Echocardiography for the Assessment of Right Ventricular Morphology and Function in Large Animal Models.实时三维超声心动图在大型动物模型中评估右心室形态和功能的效用
J Clin Med. 2022 Apr 2;11(7):2001. doi: 10.3390/jcm11072001.
4
The dysfunctional right ventricle: the importance of multi-modality imaging.功能失调的右心室：多模态成像的重要性。
Eur Heart J Cardiovasc Imaging. 2022 Jun 21;23(7):885-897. doi: 10.1093/ehjci/jeac037.
5
Imaging assessment of the right atrium: anatomy and function.右心房的影像学评估：解剖与功能。
Eur Heart J Cardiovasc Imaging. 2022 Jun 21;23(7):867-884. doi: 10.1093/ehjci/jeac011.
6
Normal Values of Left Ventricular Size and Function on Three-Dimensional Echocardiography: Results of the World Alliance Societies of Echocardiography Study.三维超声心动图左心室大小和功能的正常值：世界超声心动图学会联盟研究的结果。
J Am Soc Echocardiogr. 2022 May;35(5):449-459. doi: 10.1016/j.echo.2021.12.004. Epub 2021 Dec 14.
7
Feasibility and Accuracy of the Automated Software for Dynamic Quantification of Left Ventricular and Atrial Volumes and Function in a Large Unselected Population.大型未筛选人群中左心室和心房容积及功能动态定量自动化软件的可行性与准确性
J Clin Med. 2021 Oct 28;10(21):5030. doi: 10.3390/jcm10215030.
8
Systematic Quantification of Sources of Variation in Ejection Fraction Calculation Using Deep Learning.使用深度学习对射血分数计算中变异来源进行系统量化
JACC Cardiovasc Imaging. 2021 Nov;14(11):2260-2262. doi: 10.1016/j.jcmg.2021.06.018. Epub 2021 Jul 14.
9
Normal Values of Cardiac Output and Stroke Volume According to Measurement Technique, Age, Sex, and Ethnicity: Results of the World Alliance of Societies of Echocardiography Study.根据测量技术、年龄、性别和种族划分的心脏输出量和每搏输出量的正常值：世界超声心动图学会联盟研究的结果。
J Am Soc Echocardiogr. 2021 Oct;34(10):1077-1085.e1. doi: 10.1016/j.echo.2021.05.012. Epub 2021 May 25.
10
From secondary to tertiary mitral regurgitation: the paradigm shifts, but uncertainties remain.从二尖瓣中度反流到重度反流：观念转变，但仍存在不确定性。
Eur Heart J Cardiovasc Imaging. 2021 Jul 20;22(8):835-843. doi: 10.1093/ehjci/jeab080.
Zotero 插件