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Synthesizing Big Data of High Quality without Privacy Leakage –Competitive Performance of Deep CT Denoising Networks Trained on Diffusion Model-generated Data
RPI ID: 2023-075-301 Innovation Summary: This technology introduces systems and methods for synthesizing image data using super-resolution (SR) techniques. It leverages multiple low-resolution (LR) images to generate high-resolution (HR) outputs by extracting and combining fine-grained features across frames. The system is designed to enhance image...
Published: 3/10/2026   |   Inventor(s): Wenjun Xia, Yongyi Shi, Chuang Niu, Ge Wang
Keywords(s): Diffusion Models, Low-Dose CT, Privacy Protection
Category(s): Computational Science and Engineering