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Proceedings Paper

Motion and deformation compensation for freehand prostate biopsies
Author(s): Siavash Khallaghi; Saman Nouranian; Samira Sojoudi; Hussam A. Ashab; Lindsay Machan; Silvia Chang; Peter Black; Martin Gleave; Larry Goldenberg; Purang Abolmaesumi
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Paper Abstract

In this paper, we present a registration pipeline to compensate for prostate motion and deformation during targeted freehand prostate biopsies. We perform 2D-3D registration by reconstructing a thin-volume around the real-time 2D ultrasound imaging plane. Constrained Sum of Squared Differences (SSD) and gradient descent optimization are used to rigidly align the moving volume to the fixed thin-volume. Subsequently, B-spline de- formable registration is performed to compensate for remaining non-linear deformations. SSD and zero-bounded Limited memory Broyden Fletcher Goldfarb Shannon (LBFGS) optimizer are used to find the optimum B-spline parameters. Registration results are validated on five prostate biopsy patients. Initial experiments suggest thin- volume-to-volume registration to be more effective than slice-to-volume registration. Also, a minimum consistent 2 mm improvement of Target Registration Error (TRE) is achieved following the deformable registration.

Paper Details

Date Published: 12 March 2014
PDF: 6 pages
Proc. SPIE 9036, Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling, 903620 (12 March 2014); doi: 10.1117/12.2043135
Show Author Affiliations
Siavash Khallaghi, The Univ. of British Columbia (Canada)
Saman Nouranian, The Univ. of British Columbia (Canada)
Samira Sojoudi, The Univ. of British Columbia (Canada)
Hussam A. Ashab, The Univ. of British Columbia (Canada)
Lindsay Machan, The Univ. of British Columbia (Canada)
Silvia Chang, The Univ. of British Columbia (Canada)
Peter Black, The Univ. of British Columbia (Canada)
Martin Gleave, The Univ. of British Columbia (Canada)
Larry Goldenberg, The Univ. of British Columbia (Canada)
Purang Abolmaesumi, The Univ. of British Columbia (Canada)


Published in SPIE Proceedings Vol. 9036:
Medical Imaging 2014: Image-Guided Procedures, Robotic Interventions, and Modeling
Ziv R. Yaniv; David R. Holmes, Editor(s)

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