Latent Diffusion Model for Medical Image Standardization and Enhancement

no code implementations • 8 Oct 2023 • Md Selim, Jie Zhang, Faraneh Fathi, Michael A. Brooks, Ge Wang, Guoqiang Yu, Jin Chen

Finally, the decoder uses the transformed latent representation to generate a standardized CT image, providing a more consistent basis for downstream analysis.

Computed Tomography (CT)

DiffusionCT: Latent Diffusion Model for CT Image Standardization

no code implementations • 20 Jan 2023 • Md Selim, Jie Zhang, Michael A. Brooks, Ge Wang, Jin Chen

This work addresses the issue of CT image harmonization using a new diffusion-based model, named DiffusionCT, to standardize CT images acquired from different vendors and protocols.

Computed Tomography (CT) Image Harmonization +1