IEEE Transactions on Biomedical Engineering · 2010 · 56 citations · 29 references
MedicineNeurological SurgeryNeurosurgeryBiomedical ImagingDiagnostic ImagingNeural EngineeringBrain ImagingImage RegistrationMagnetic Resonance Image ReconstructionThree-dimensional ReconstructionAtlas-based ReconstructionAtlas-based RegistrationCranial Dural SeptaDeformation ModelsImage-guided NeurosurgeryRegistration ErrorsTentorium CerebelliTissue Deformation Analysis
Biomechanical models that describe soft tissue deformation provide a relatively inexpensive way to correct registration errors in image-guided neurosurgical systems caused by nonrigid brain shift. Quantifying the factors that cause this deformation to sufficient precision is a challenging task. To circumvent this difficulty, atlas-based methods have been developed recently that allow for uncertainty, yet still capture the first-order effects associated with deformation. The inverse solution is driven by sparse intraoperative surface measurements, which could bias the reconstruction and affect the subsurface accuracy of the model prediction. Studies using intraoperative MR have shown that the deformation in the midline, tentorium, and contralateral hemisphere is relatively small. The dural septa act as rigid membranes supporting the brain parenchyma and compartmentalizing the brain. Accounting for these structures in models may be an important key to improving subsurface shift accuracy. A novel method to segment the tentorium cerebelli will be described, along with the procedure for modeling the dural septa. Results in seven clinical cases show a qualitative improvement in subsurface shift accuracy making the predicted deformation more congruous with previous observations in the literature. The results also suggest a considerably more important role for hyperosmotic drug modeling for the intraoperative shift correction environment.
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