X-Splat is the first Gaussian Splatting method that reconstructs CBCT-like 3D dental volumes from a single panoramic radiograph by constraining learnable Gaussians to panoramic geometry and adding a residual anatomical refiner.
Multi-structure segmentation in cbct volumes: The toothfairy2 challenge.Medical Image Analy- sis, page 104095, 2026
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X-Splat: Gaussian Splatting for 3D CBCT Generation from Single Panoramic Radiograph
X-Splat is the first Gaussian Splatting method that reconstructs CBCT-like 3D dental volumes from a single panoramic radiograph by constraining learnable Gaussians to panoramic geometry and adding a residual anatomical refiner.