Title :
Two solutions for registration of ultrasound to MRI for image-guided prostate interventions
Author :
Moradi, Mehdi ; Janoos, F. ; Fedorov, A. ; Risholm, P. ; Kapur, T. ; Wolfsberger, L.D. ; Nguyen, P.L. ; Tempany, Clare M. ; Wells, William M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Ultrasound-guided prostate interventions could benefit from incorporating the radiologic localization of the tumor which can be acquired from multiparametric MRI. To enable this integration, we propose and compare two solutions for registration of T2 weighted MR images with transrectal ultrasound. Firstly, we propose an innovative and practical approach based on deformable registration of binary label maps obtained from manual segmentation of the gland in the two modalities. This resulted in a target registration error of 3.6±1.7 mm. Secondly, we report a novel surface-based registration method that uses a biomechanical model of the tissue and results in registration error of 3.2±1.3 mm. We compare the two methods in terms of accuracy, clinical use and technical limitations.
Keywords :
biological organs; biomechanics; biomedical MRI; biomedical ultrasonics; deformation; image registration; image segmentation; medical image processing; tumours; T2 weighted MR image registration; binary label maps; biological tissue; biomechanical model; deformable registration; image-guided prostate interventions; manual gland segmentation; multiparametric MRI; radiologic localization; surface-based registration method; target registration error; transrectal ultrasound; tumor; ultrasound-guided prostate interventions; Biomedical imaging; Brachytherapy; Glands; Magnetic resonance imaging; Splines (mathematics); Ultrasonic imaging; Humans; Magnetic Resonance Imaging; Male; Models, Biological; Prostate; Prostatic Neoplasms; Ultrasonography, Interventional;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346134