CoCoLIT Framework
ControlNet-conditioned latent diffusion for MRI-to-PET synthesis.
CoCoLIT is a 3D conditional latent diffusion framework for MRI-to-Amyloid PET translation with controllable generation.
3D Conditional Latent Diffusion for controllable PET synthesis.
Overview
CoCoLIT synthesizes Amyloid PET scans from structural MRI, offering a method for dataset augmentation and translation in Alzheimer’s disease research.
Highlights
- Status: Accepted at AAAI 2026
- Contribution: 3D ControlNet-conditioned latent diffusion for controllable MRI-to-Amyloid PET translation
- Authorship: Joint first author (equal contribution)