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.
| Original language | English |
|---|---|
| Article number | e1871 |
| Journal | International Journal of Medical Robotics and Computer Assisted Surgery |
| Volume | 14 |
| Issue number | 1 |
| DOIs | |
| State | Published - Feb 2018 |
| Externally published | Yes |
Keywords
- MRI-guided cryoablation
- electromagnetic tracking
- optical tracking
- probe tracking
- unscented Kalman filter
Fingerprint
Dive into the research topics of 'Real-time probe tracking using EM-optical sensor for MRI-guided cryoablation'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver