BrainWorld is a structural-prior-conditioned generative model that produces stable whole-brain 4D fMRI trajectories up to 400 frames, augments downstream tasks, and learns transferable multimodal representations across 22 datasets.
Generative ai for medical imaging: extending the monai framework.arXiv preprint arXiv:2307.15208, 2023
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BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
BrainWorld is a structural-prior-conditioned generative model that produces stable whole-brain 4D fMRI trajectories up to 400 frames, augments downstream tasks, and learns transferable multimodal representations across 22 datasets.