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.
The American journal of human genetics81(3), 559–575 (2007)
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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.