Revolutionizing vascular imaging: trends and future directions of 4D flow MRI based on a 20-year bibliometric analysis

被引:0
作者
Ma, Peisong [1 ]
Zhu, Lishu [1 ]
Wen, Ru [2 ]
Lv, Fajin [1 ]
Li, Yongmei [1 ]
Li, Xinyou [1 ]
Zhang, Zhiwei [1 ]
机构
[1] Chongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
[2] Guizhou Prov People Hosp, Dept Radiol, Guiyang, Peoples R China
关键词
Four-dimensional flow magnetic resonance imaging (4D flow MRI); bibliometric analysis; Web of Science; CiteSpace; visualization analysis; WALL SHEAR-STRESS; BICUSPID AORTIC-VALVE; IN-VIVO VALIDATION; PULSE-WAVE VELOCITY; BLOOD-FLOW; QUANTIFICATION; HEMODYNAMICS; PATTERNS; REPRODUCIBILITY; COMBINATION;
D O I
10.21037/qims-23-1227
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Four-dimensional flow magnetic resonance imaging (4D flow MRI) is a promising new technology with potential clinical value in hemodynamic quantification. Although an increasing number of articles on 4D flow MRI have been published over the past decades, few studies have statistically analyzed these published articles. In this study, we aimed to perform a systematic and comprehensive bibliometric analysis of 4D flow MRI to explore the current hotspots and potential future directions.Methods: The Web of Science Core Collection searched for literature on 4D flow MRI between 2003 and 2022. CiteSpace was utilized to analyze the literature data, including co-citation, cooperative network, cluster, and burst keyword analysis.Results: A total of 1,069 articles were extracted for this study. The main research hotspots included the following: quantification and visualization of blood flow in different clinical settings, with keywords such as "cerebral aneurysm", "heart", "great vessel", "tetralogy of Fallot", "portal hypertension", and "stiffness"; optimization of image acquisition schemes, such as "resolution" and "reconstruction"; measurement and analysis of flow components and patterns, as indicated by keywords "pattern", "KE", "WSS", and "fluid dynamics". In addition, international consensus for metrics derived from 4D flow MRI and multimodality imaging may also be the future research direction.Conclusions: The global domain of 4D flow MRI has grown over the last 2 decades. In the future, 4D flow MRI will evolve towards becoming a relatively short scan duration with adequate spatiotemporal resolution, expansion into the diagnosis and treatment of vascular disease in other related organs, and a shift in focus from vascular structure to function. In addition, artificial intelligence (AI) will assist in the clinical promotion and application of 4D flow MRI.
引用
收藏
页码:1873 / 1890
页数:18
相关论文
共 82 条
[1]   Four-dimensional Flow MRI: Principles and Cardiovascular Applications [J].
Azarine, Arshid ;
Garcon, Philippe ;
Stansal, Audrey ;
Canepa, Nadia ;
Angelopoulos, Giorgios ;
Silvera, Stephane ;
Sidi, Daniel ;
Marteau, Veronique ;
Zins, Marc .
RADIOGRAPHICS, 2019, 39 (03) :632-+
[2]   Quantitative Magnetic Resonance Angiography in Internal Carotid Artery Occlusion with Primary Collateral Pathway [J].
Bae, Yun Jung ;
Jung, Cheolkyu ;
Kim, Jae Hyoung ;
Choi, Byung Se ;
Kim, Eunhee .
JOURNAL OF STROKE, 2015, 17 (03) :320-326
[3]   Time-resolved 3D quantitative flow MRI of the major intracranial vessels: Initial experience and comparative evaluation at 1.5T and 3.0T in combination with parallel imaging [J].
Bammer, Roland ;
Hope, Thomas A. ;
Aksoy, Murat ;
Alley, Marcus T. .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (01) :127-140
[4]   Hemodynamic measurements with an abdominal 4D flow MRI sequence with spiral sampling and compressed sensing in patients with chronic liver disease [J].
Bane, Octavia ;
Peti, Steven ;
Wagner, Mathilde ;
Hectors, Stefanie ;
Dyvorne, Hadrien ;
Markl, Michael ;
Taouli, Bachir .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, 49 (04) :994-1005
[5]   Bicuspid Aortic Valve Is Associated With Altered Wall Shear Stress in the Ascending Aorta [J].
Barker, Alex J. ;
Markl, Michael ;
Buerk, Jonas ;
Lorenz, Ramona ;
Bock, Jelena ;
Bauer, Simon ;
Schulz-Menger, Jeanette ;
von Knobelsdorff-Brenkenhoff, Florian .
CIRCULATION-CARDIOVASCULAR IMAGING, 2012, 5 (04) :457-466
[6]   Fully automated 3D aortic segmentation of 4D flow MRI for hemodynamic analysis using deep learning [J].
Berhane, Haben ;
Scott, Michael ;
Elbaz, Mohammed ;
Jarvis, Kelly ;
McCarthy, Patrick ;
Carr, James ;
Malaisrie, Chris ;
Avery, Ryan ;
Barker, Alex J. ;
Robinson, Joshua D. ;
Rigsby, Cynthia K. ;
Markl, Michael .
MAGNETIC RESONANCE IN MEDICINE, 2020, 84 (04) :2204-2218
[7]   4D Flow cardiovascular magnetic resonance consensus statement: 2023 update [J].
Bissell, Malenka M. ;
Raimondi, Francesca ;
Ait Ali, Lamia ;
Allen, Bradley D. ;
Barker, Alex J. ;
Bolger, Ann ;
Burris, Nicholas ;
Carhaell, Carl-Johan ;
Collins, Jeremy D. ;
Ebbers, Tino ;
Francois, Christopher J. ;
Frydrychowicz, Alex ;
Garg, Pankaj ;
Geiger, Julia ;
Ha, Hojin ;
Hennemuth, Anja ;
Hope, Michael D. ;
Hsiao, Albert ;
Johnson, Kevin ;
Kozerke, Sebastian ;
Ma, Liliana E. ;
Markl, Michael ;
Martins, Duarte ;
Messina, Marci ;
Oechtering, Thekla H. ;
van Ooij, Pim ;
Rigsby, Cynthia ;
Rodriguez-Palomares, Jose ;
Roest, Arno A. W. ;
Roldan-Alzate, Alejandro ;
Schnell, Susanne ;
Sotelo, Julio ;
Stuber, Matthias ;
Syed, Ali B. ;
Toeger, Johannes ;
van der Geest, Rob ;
Westenberg, Jos ;
Zhong, Liang ;
Zhong, Yumin ;
Wieben, Oliver ;
Dyverfeldt, Petter .
JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2023, 25 (01)
[8]   Aortic Dilation in Bicuspid Aortic Valve Disease Flow Pattern Is a Major Contributor and Differs With Valve Fusion Type [J].
Bissell, Malenka M. ;
Hess, Aaron T. ;
Biasiolli, Luca ;
Glaze, Steffan J. ;
Loudon, Margaret ;
Pitcher, Alex ;
Davis, Anne ;
Prendergast, Bernard ;
Markl, Michael ;
Barker, Alex J. ;
Neubauer, Stefan ;
Myerson, Saul G. .
CIRCULATION-CARDIOVASCULAR IMAGING, 2013, 6 (04) :499-507
[9]   Comparison of 4D flow and 2D velocity-encoded phase contrast MRI sequences for the evaluation of aortic hemodynamics [J].
Bollache, Emilie ;
van Ooij, Pim ;
Powell, Alex ;
Carr, James ;
Markl, Michael ;
Barker, Alex J. .
INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING, 2016, 32 (10) :1529-1541
[10]   Multi-modality cerebral aneurysm haemodynamic analysis: in vivo 4D flow MRI, in vitro volumetric particle velocimetry and in silico computational fluid dynamics [J].
Brindise, Melissa C. ;
Rothenberger, Sean ;
Dickerhoff, Benjamin ;
Schnell, Susanne ;
Markl, Michael ;
Saloner, David ;
Rayz, Vitaliy L. ;
Vlachos, Pavlos P. .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2019, 16 (158)