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Tracking Brain Deformations in Time-Sequences of 3D US Images

Xavier Pennec 1, * Pascal Cachier 1 Nicholas Ayache 1, * 
* Corresponding author
1 EPIDAURE - Medical imaging and robotics
CRISAM - Inria Sophia Antipolis - Méditerranée
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.
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https://hal.inria.fr/inria-00615022
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Xavier Pennec, Pascal Cachier, Nicholas Ayache. Tracking Brain Deformations in Time-Sequences of 3D US Images. Pattern Recognition Letters, Elsevier, 2003, 24 (4-5), pp.801--813. ⟨10.1016/S0167-8655(02)00183-6⟩. ⟨inria-00615022⟩

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