Retrieving Pulsatility in Ultrasound Localization Microscopy

被引:5
|
作者
Wiersma, Myrthe [1 ,2 ]
Heiles, Baptiste [2 ]
Kalisvaart, Dylan [1 ]
Maresca, David [2 ]
Smith, Carlas S. [1 ,2 ]
机构
[1] Delft University of Technology, Delft Center for Systems and Control, Delft,2628 CD, Netherlands
[2] Delft University of Technology, Department of Imaging Physics, Delft,2628 CD, Netherlands
关键词
Mean square error - Pulsatile flow - Trajectories - Transpiration - Ultrasonic imaging - Velocity;
D O I
10.1109/OJUFFC.2022.3221354
中图分类号
学科分类号
摘要
Ultrasound localization microscopy (ULM) is a vascular imaging method that provides a 10-fold improvement in resolution compared to ultrasound Doppler imaging. Because typical ULM acquisitions accumulate large numbers of synthetic microbubble (MB) trajectories over hundreds of cardiac cycles, transient hemodynamic variations such as pulsatility get averaged out. Here we introduce two independent processing methods to retrieve pulsatile flow characteristics from MB trajectories sampled at kilohertz frame rates and demonstrate their potential on a simulated dataset. The first approach follows a Lagrangian description of the flow. We filter the MB trajectories to eliminate ULM localization grid artifacts and successfully recover the pulsatility fraction Pf with a root mean square error (RMSE) of 3.3%. Our second approach follows a Eulerian description of the flow. It relies on the accumulation of MB velocity estimates as observed from a stationary observer. We show that pulsatile flow gives rise to a bimodal velocity distribution with peaks indicating the maximum and minimum velocities of the cardiac cycle. In this second method, we recovered the pulsatility fraction Pf by measuring the location of these distribution peaks with a RMSE of 5.2%. We evaluated the impact of the MB localization precision σ on our ability to retrieve the bimodal signature of a pulsatile flow. Together, our results demonstrate that pulsatility can be retrieved from ULM acquisitions at kilohertz frame rate and that the estimation of the pulsatility fraction improves with localization precision. © 2021 IEEE.
引用
收藏
页码:283 / 298
相关论文
共 50 条
  • [31] Deep Learning Based Microbubble Localization for Fast and Robust Ultrasound Localization Microscopy
    Chen, Xi
    Lowerison, Matthew R.
    Dong, Zhijie
    Sekaran, Nathiya Vaithiyalingam Chandra
    Zhang, Wei
    Llano, Daniel A.
    Song, Pengfei
    PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2020,
  • [32] Transcranial ultrasound localization microscopy in moyamoya patients using a clinical ultrasound system
    Denis, Louise
    Meseguer, Elena
    Gaudemer, Augustin
    Jaklh, Georges
    Bodard, Sylvain
    Chabouh, Georges
    Herve, Dominique
    Vicaut, Eric
    Amarenco, Pierre
    Couture, Olivier
    THERANOSTICS, 2025, 15 (09): : 4074 - 4083
  • [33] Ultrasound Localization Microscopy Precision of Clinical 3-D Ultrasound Systems
    Dencks, Stefanie
    Lisson, Thomas
    Oblisz, Nico
    Kiessling, Fabian
    Schmitz, Georg
    IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2024, 71 (12) : 1677 - 1689
  • [34] Deep learning for fast denoising filtering in ultrasound localization microscopy
    Yu, Xiangyang
    Luan, Shunyao
    Lei, Shuang
    Huang, Jing
    Liu, Zeqing
    Xue, Xudong
    Ma, Teng
    Ding, Yi
    Zhu, Benpeng
    PHYSICS IN MEDICINE AND BIOLOGY, 2023, 68 (20):
  • [35] In vivo ultrasound localization microscopy for high-density microbubbles
    Zhang, Gaobo
    Hu, Xing
    Ren, Xuan
    Zhou, Boqian
    Li, Boyi
    Li, Yifang
    Luo, Jianwen
    Liu, Xin
    Ta, Dean
    ULTRASONICS, 2024, 143
  • [36] Dynamic Ultrasound Localization Microscopy Without ECG-Gating
    Ghigo, Nin
    Ramos-Palacios, Gerardo
    Bourquin, Chloe
    Xing, Paul
    Wu, Alice
    Cortes, Nelson
    Ladret, Hugo
    Ikan, Lamyae
    Casanova, Christian
    Poree, Jonathan
    Sadikot, Abbas
    Provost, Jean
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2024, 50 (09): : 1436 - 1448
  • [37] Subwavelength motion-correction for ultrafast ultrasound localization microscopy
    Hingot, Vincent
    Errico, Claudia
    Tanter, Mickael
    Couture, Olivier
    ULTRASONICS, 2017, 77 : 17 - 21
  • [38] Ultrasound Localization Microscopy and Super-Resolution: A State of the Art
    Couture, Olivier
    Hingot, Vincent
    Heiles, Baptiste
    Muleki-Seya, Pauline
    Tanter, Mickael
    IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2018, 65 (08) : 1304 - 1320
  • [39] Ultrasound localization microscopy to image and assess microvasculature in a rat kidney
    Foiret, Josquin
    Zhang, Hua
    Ilovitsh, Tali
    Mahakian, Lisa
    Tam, Sarah
    Ferrara, Katherine W.
    SCIENTIFIC REPORTS, 2017, 7
  • [40] Transcranial ultrafast ultrasound localization microscopy of brain vasculature in patients
    Demene, Charlie
    Robin, Justine
    Dizeux, Alexandre
    Heiles, Baptiste
    Pernot, Mathieu
    Tanter, Mickael
    Perren, Fabienne
    NATURE BIOMEDICAL ENGINEERING, 2021, 5 (03) : 219 - 228