DocumentCode
3328987
Title
A virtual dissection based registration to model patient-specific respiratory motion
Author
Jones, John ; Lewis, Emma ; Guy, Matthew ; Wells, Kevin
Author_Institution
Centre for Vision, Univ. of Surrey, Guildford, UK
fYear
2009
fDate
Oct. 24 2009-Nov. 1 2009
Firstpage
3571
Lastpage
3576
Abstract
This work is directed at reducing patient induced blurring in SPECT imaging due to breathing motion. As image resolution improves this breathing motion is becoming increasingly significant. Method: The NCAT phantom and an associated medical image processing package (RMDP) are used to obtain a breathing cycle of images (both CT and corresponding SPECT) and a full organ segmentation. A process termed ´virtual dissection´ is undertaken which sees individual organs extracted from the main images and independently registered (ICP). These individual registrations are reconciled, combined and used to obtain improved final images. Results: The results of the objective validation techniques are presented together with a comparison of processed and unprocessed images. Conclusion: Within the scope of the synthetic data used and for organs for which the assumption of near-rigid motion holds well the technique works. In the case of the ribs and lungs further development is needed.
Keywords
feature extraction; image motion analysis; image registration; image resolution; image restoration; image segmentation; lung; medical image processing; pneumodynamics; single photon emission computed tomography; NCAT phantom; SPECT imaging; associated medical image processing package; blurring; breathing motion; feature extraction; full organ segmentation; image resolution; lungs; near-rigid motion; patient-specific respiratory motion; ribs; virtual dissection-based registration; Biomedical image processing; Biomedical imaging; Computed tomography; Image converters; Image segmentation; Imaging phantoms; Iterative closest point algorithm; Mathematical model; Packaging; Surface morphology; ICP; Iterated Closest Points; NCAT; Nuclear Medicine Imaging; PET; SPECT; XCAT; affine; blurring; breathing; registration; respiratory; rigid;
fLanguage
English
Publisher
ieee
Conference_Titel
Nuclear Science Symposium Conference Record (NSS/MIC), 2009 IEEE
Conference_Location
Orlando, FL
ISSN
1095-7863
Print_ISBN
978-1-4244-3961-4
Electronic_ISBN
1095-7863
Type
conf
DOI
10.1109/NSSMIC.2009.5401820
Filename
5401820
Link To Document