CALM aligns unpaired neuroimaging and genetics data in a shared latent space via linear projections that match class-conditional distributions and ensure separability to discover interpretable ROI-pathway associations.
Annals of human genetics51(3), 227–233 (1987)
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CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data
CALM aligns unpaired neuroimaging and genetics data in a shared latent space via linear projections that match class-conditional distributions and ensure separability to discover interpretable ROI-pathway associations.