µPIU-Net: A Domain-Specific Sinogram Infilling U-Net for Micro-CBCT and the Limitations of Generalized Models
This paper introduces µPIU-Net, a domain-specific U-Net for micro-CBCT sinogram infilling that outperforms general-purpose pre-trained models in reconstruction quality and physical image metrics, demonstrating that specialized training and multi-metric evaluation are essential for medical imaging applications.