Tracking brain deformations in time sequences of 3D US images

Authors:
X. Pennec;P. Cachier;N. Ayache
Affiliations:
EPIDAURE, INRIA Sophia Antipolis, 2004 Rte des Lucioles, BP93, 06902 Sophia, Antipolis Cedex, France;EPIDAURE, INRIA Sophia Antipolis, 2004 Rte des Lucioles, BP93, 06902 Sophia, Antipolis Cedex, France;EPIDAURE, INRIA Sophia Antipolis, 2004 Rte des Lucioles, BP93, 06902 Sophia, Antipolis Cedex, France
Venue:
Pattern Recognition Letters - Speciqal issue: Ultrasonic image processing and analysis
Year:
2003

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Abstract

During a neuro-surgical intervention, the brain tissues shift and warp. In order to keep an accurate positioning of the surgical instruments, one has to estimate this deformation from intra-operative images. We present in this article a feasibility study of a tracking tool based on intra-operative 3D ultrasound (US) image sequences. The automatic processing of this kind of images is of great interest for the development of innovative and low-cost image guided surgery tools. The difficulty relies both in the complex nature of the ultrasound image, and in the amount of data to be treated as fast as possible.