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Chang-Chun Shi

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#machine learning Preprint Sep 2026

FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model

FAST-Brain is proposed, a unified flow-aligned spatio-temporal surrogate brain model that addresses all three challenges of resting-state functional magnetic resonance imaging data, and achieves state-of-the-art performance in recovering functional connectivity, effective connectivity, and the implicit low-dimensional...

Shu-Cheng Liu, Chang-Chun Shi, Kai Zhang et al. · 0 citations