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This is a code implementation of GenPET [3D latent diffusion transformer] proposed in the manuscript "GenPET Enables Diagnostic Multi-tracer PET Synthesis for Early Detection of Alzheimer’s Disease".

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GenPET Enables Diagnostic Multi-tracer PET Synthesis

This is a code implementation of GenPET proposed in the manuscript "GenPET Enables Diagnostic Multi-tracer PET Synthesis for Early Detection of Alzheimer’s Disease".

Note that we have opened multi-thread preprocessing and evaluation codes in the previous repository.

Todos

  • Publish the multi-thread preprocessing code for 3D MRI and PET brain images.
  • Publish 3D evaluation methods (MAE, SSIM, etc).
  • Publish subject ids of the ADNI database used in our project.
  • Publish modality discriminative model codes.
  • Publish 3D unified latent VAE codes.
  • Publish latent diffusion transformer codes.
  • Publish comparative methods in a unified codebase for better reproducibility.
  • Optimize the README.md and related information.

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This is a code implementation of GenPET [3D latent diffusion transformer] proposed in the manuscript "GenPET Enables Diagnostic Multi-tracer PET Synthesis for Early Detection of Alzheimer’s Disease".

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