most citedDeep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction

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eess.IV2026

SinoDiff: Physics-Consistent Self-Supervised Diffusion for Unified Low-Dose to Standard-Dose PET Sinogram Recovery

Ghulam Nabi Ahmad Hassan Yar, Himashi Peiris, Sharna Jamadar +2

Low-dose positron emission tomography (LD-PET) reduces radiation exposure but leads to poor image quality and hinders diagnostic confidence. Existing supervised LD to standard-dose…