Reconstructing 3D Voxels from Ultra-sparse-view 2D X-ray Images Using a Dual-domain Balanced Network
A U-Net framework that reconstructs CBCT voxels from only 2–4 X-ray views, reducing radiation dose by approximately 50% while achieving SSIM above 0.94.