Abstract
A method for registration of speckle-tracked freehand 3D ultrasound (US) to preoperative CT volumes of the spine is proposed. We register the US volume to the CT volume by creating individual US " sub-volumes" , each consisting of a small section of the entire US volume. The registration proceeds incrementally from the beginning of the US volume to the end, registering every sub-volume, where each sub-volume contains overlapping images with the previous sub-volume. Each registration is performed by generating simulated US images from the CT volume. As a by-product of our registration, the significant drift error common in speckle-tracked US volumes is corrected for. Results are validated through a phantom study of plastic spine phantoms created from clinical patient CT data as well as an animal study using a lamb cadaver. Results demonstrate that we were able to successfully register a speckle-tracked US volume to CT volume in four out of five phantoms with a success rate of greater than 98%. The final error of the registered US volumes decreases by over 50 percent from the speckle tracking error to consistently below 3. mm. Studies on the lamb cadaver showed a mean registration error consistently below 2. mm.
Original language | English (US) |
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Pages (from-to) | 675-686 |
Number of pages | 12 |
Journal | Medical Image Analysis |
Volume | 16 |
Issue number | 3 |
DOIs | |
State | Published - Apr 2012 |
Externally published | Yes |
Keywords
- Drift correction
- Freehand ultrasound
- Image-guided intervention
- Registration
- Speckle tracking
ASJC Scopus subject areas
- Computer Graphics and Computer-Aided Design
- Computer Vision and Pattern Recognition
- Radiology Nuclear Medicine and imaging
- Health Informatics
- Radiological and Ultrasound Technology