Real-time probe tracking using EM-optical sensor for MRI-guided cryoablation

Int J Med Robot. 2018 Feb;14(1):10.1002/rcs.1871. doi: 10.1002/rcs.1871. Epub 2017 Nov 28.

Abstract

Background: A method of real-time, accurate probe tracking at the entrance of the MRI bore is developed, which, fused with pre-procedural MR images, will enable clinicians to perform cryoablation efficiently in a large workspace with image guidance.

Methods: Electromagnetic (EM) tracking coupled with optical tracking is used to track the probe. EM tracking is achieved with an MRI-safe EM sensor working under the scanner's magnetic field to compensate the line-of-sight issue of optical tracking. Unscented Kalman filter-based probe tracking is developed to smooth the EM sensor measurements when occlusion occurs and to improve the tracking accuracy by fusing the measurements of two sensors.

Results: Experiments with a spine phantom show that the mean targeting errors using the EM sensor alone and using the proposed method are 2.21 mm and 1.80 mm, respectively.

Conclusion: The proposed method achieves more accurate probe tracking than using an EM sensor alone at the MRI scanner entrance.

Keywords: MRI-guided cryoablation; electromagnetic tracking; optical tracking; probe tracking; unscented Kalman filter.

MeSH terms

  • Algorithms
  • Calibration
  • Cryosurgery / methods*
  • Electromagnetic Phenomena
  • Equipment Design
  • Humans
  • Image Processing, Computer-Assisted / methods
  • Magnetic Resonance Imaging / methods*
  • Optics and Photonics
  • Phantoms, Imaging*
  • Programming Languages
  • Reproducibility of Results
  • User-Computer Interface