BrainFIBRE presents a foundation model for brain microstructure that applies self-supervised partial information decomposition on NODDI maps to disentangle unique, synergistic, and redundant information and reports state-of-the-art results on multiple prediction tasks.
arXiv preprint arXiv:2506.18314 (2025)
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BrainFIBRE: A Foundation Model via Information Decomposition for Brain Microstructure
BrainFIBRE presents a foundation model for brain microstructure that applies self-supervised partial information decomposition on NODDI maps to disentangle unique, synergistic, and redundant information and reports state-of-the-art results on multiple prediction tasks.