SupplementalMaterialforPhysGNN: A Physics-DrivenGraphNeuralNetworkBasedModel forPredictingSoftTissueDeformationin Image-GuidedNeurosurgery

Feb-12-2026, 19:53:15 GMT–Neural Information Processing Systems

Study Number ofNodes intheFE Mesh Maximum Displacement inthe Dataset(s) (mm) Mean Absolute Position Error (mm) Mean Euclidean Error (mm) %of Euclidean Error Below1 mm Averageof Maximum Euclidean Errorper Simulation (mm) Tonuttietal.

image-guidedneurosurgery, median absolute error, supplementalmaterialforphysgnn, (6 more...)

Neural Information Processing Systems

Feb-12-2026, 19:53:15 GMT

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Supplemental Material for PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery

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