UniSino: Physics-Driven Foundational Model for Universal CT Sinogram Standardization

Xingyu Ai, Shaoyu Wang, Zhiyuan Jia +4

During raw-data acquisition in CT imaging, diverse factors can degrade the collected sinograms, with undersampling and noise leading to severe artifacts and noise in reconstructed…