MaxI-Net: A 3D AI Framework for CBCT-Based Maxillofacial Defect Reconstruction and Patient-Specific Implant Generation with Biomechanical Validation

A notable trend is the small tail observed in SegResNet* and SCAINet*, indicating the absence of extreme failure cases.

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For DSC, all pairwise comparisons yielded highly significant p -values, confirming that the volumetric reconstruction advantage achieved by MaxI-Net is statistically robust across all competing architectures and is not attributable to sampling variability.

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