Abstract: Highlights•A novel framework for tooth and substructure segmentation from CBCT images.•Accurate individual tooth segmentation by hybrid feature fusion mechanism to resolve metal artifacts.•Tooth skeleton to refine substructure segmentation through topological guidance.
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