DocumentCode :
2948835
Title :
A non rigid registration and deformation algorithm for ultrasound & MR images to guide prostate cancer therapies
Author :
Makni, N. ; Toumi, I. ; Puech, P. ; Issa, M. ; Colot, O. ; Mordon, S. ; Betroun, N.
Author_Institution :
Inserm, Inst. Hippocrate, Lille, France
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
3711
Lastpage :
3714
Abstract :
Multimodality image registration is a critical issue in image-guided cancer ablation techniques. Focal therapies of prostate cancer are usually monitored using ultrasound imaging, while the dose planning is performed on MRI. In this study, a new multimodality images registration and deformation method, based on the Thin Plate Splines -Rigid Point Matching (TPS-RPM) algorithm, is introduced. The Method combines non-rigid mapping and interpolation to deform the images. Preliminary results obtained on phantom and clinical images showed that the registration is accurate and robust against landmarks initialization.
Keywords :
biomedical MRI; cancer; deformation; interpolation; patient treatment; phantoms; MR imaging; MRI; deformation algorithm; image-guided cancer ablation technique; interpolation; multimodality image registration; nonrigid mapping; nonrigid registration; prostate cancer therapy; thin plate spline-rigid point matching algorithm; ultrasound imaging; Magnetic resonance imaging; Medical treatment; Phantoms; Robustness; Spline; Three dimensional displays; Ultrasonic imaging; Algorithms; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Magnetic Resonance Imaging; Male; Pattern Recognition, Automated; Pilot Projects; Prostatic Neoplasms; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; Therapy, Computer-Assisted; Ultrasonography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627656
Filename :
5627656
Link To Document :
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