|J. Fotouhi, , R. Taylor, , , R. Taylor, G. Osgood, , N. Navab
Exploiting Partial Structural Symmetry for Patient-Specific Image Augmentation in Trauma Interventions
International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 107 - 115, 2018.
The first three authors are joint first authors. (bib)
|In unilateral pelvic fracture reductions, surgeons attempt to reconstruct the bone fragments such that bilateral symmetry in the bony anatomy is restored. We propose to exploit this âstructurally symmetricâ nature of the pelvic bone, and provide intra-operative image augmentation to assist the surgeon in repairing dislocated fragments. The main challenge is to automatically estimate the desired plane of symmetry within the patientâs pre-operative CT. We propose to estimate this plane using a non-linear optimization strategy, by minimizing Tukeyâs biweight robust estimator, relying on the partial symmetry of the anatomy. Moreover, a regularization term is designed to enforce the similarity of bone density histograms on both sides of this plane, relying on the biological fact that, even if injured, the dislocated bone segments remain within the body. The experimental results demonstrate the performance of the proposed method in estimating this âplane of partial symmetryâ using CT images of both healthy and injured anatomy. Examples of unilateral pelvic fractures are used to show how intra-operative X-ray images could be augmented with the forward-projections of the mirrored anatomy, acting as objective road-map for fracture reduction procedures.|
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