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Online 4D Ultrasound-Guided Robotic Tracking Enables 3D Ultrasound Localization Microscopy With Large Tissue Displacements

  • Jipeng Yan
  • , Qingyuan Tan
  • , Shusei Kawara
  • , Jingwen Zhu
  • , Bingxue Wang
  • , Matthieu Toulemonde
  • , Honghai Liu
  • , Ying Tan
  • , Meng Xing Tang*
  • *Corresponding author for this work
  • Imperial College London
  • University of Portsmouth
  • University of Melbourne

Research output: Contribution to journalArticlepeer-review

Abstract

Super-Resolution Ultrasound (SRUS) imaging through localising and tracking microbubbles, also known as Ultrasound localization Microscopy (ULM), has demonstrated reconstruction of microvascular structure and flow with sub-diffraction resolution, and its potential in a range of clinical applications. However, imaging organs with large tissue movements, such as those caused by respiration, presents substantial challenges. Existing methods often require breath holding to maintain accumulation accuracy, which limits data acquisition time and ULM image saturation. To improve image quality in the presence of large tissue movements, this study introduces an approach integrating high-frame-rate volumetric ultrasound with online precise robotic probe control. Tested on a microvasculature phantom with slow but large translation motions, up to 5 mm/s in speed and 20 mm in distance- twice the aperture size of the matrix array used, our method achieved real-time tracking of the moving phantom and imaging volume rate at 85 Hz, keeping majority of the target volume in the imaging field of view. ULM images of the moving cross channels in the phantom were successfully reconstructed in post-processing, demonstrating the feasibility of super-resolution imaging under large tissue motions. This represents a significant step towards ULM imaging of organs with large motion.

Original languageEnglish
Pages (from-to)4281-4291
Number of pages11
JournalIEEE Transactions on Medical Imaging
Volume44
Issue number11
DOIs
StatePublished - 2025

Keywords

  • Ultrasound super-resolution imaging
  • real-time motion tracking
  • robotic ultrasound
  • ultrasound localization microscopy

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