Article
FM-APP: Foundation Model for Any Phenotype Prediction via fMRI to sMRI Knowledge Transfer.
IEEE transactions on medical imaging - 1 Oct 2025
He Zhibin, Li Wuyang, Liu Yifan, Liu Xinyu, Han Junwei, Zhang Tuo, Yuan Yixuan
Abstract excerpt
Predicting individual-level non-neuroimaging phenotypes (e.g., fluid intelligence) using brain imaging data is a fundamental goal of neuroscience. Recent research has focused on utilizing high-cost functional magnetic resonance imaging (fMRI) to predict phenotypes seen during training. However, these methods 1) only consider predicting seen phenotypes, failing to achieve zero-shot inference for unseen phenotypes;...
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