IEEE transactions on medical imaging
Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation.
Yongyi Shi, Wenjun Xia, Chuang Niu, Christopher Wiedeman, Ge Wang
Published: 202510.1109/TMI.2025.3618511
Abstract
Deep learning methods have impacted almost every research field, demonstrating notable successes in medical imaging tasks such as denoising and super-resolution. However, the prerequisite for deep learning is data at scale, but data sharing is expens…
Preview only. Read the full abstract at the source