Alejandro Sisniega

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Combining Physics-Based Models With Deep Learning Image Synthesis and Uncertainty in Intraoperative Cone-Beam Ct of the Brain

Oct 18, 2024 | digitalcommons.library.tmc.edu | Xiaoxuan Zhang |Wojciech Zbijewski |Junghoon Lee |Alejandro Sisniega

BACKGROUND: Image-guided neurosurgery requires high localization and registration accuracy to enable effective treatment and avoid complications. However, accurate neuronavigation based on preoperative magnetic resonance (MR) or computed tomography (CT) images is challenged by brain deformation occurring during the surgical intervention.

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