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Department of Biomedical Engineering, Southern University of Science and Technology, China
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BrainWorld generates stable 4D fMRI trajectories by integrating structural MRI, outperforming existing models in both fidelity and multimodal representation learning.
Forget masked reconstruction: diffusion-based generative pretraining unlocks stronger fMRI foundation models that generalize across diverse brain states and tasks.