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.
Nature Genetics57(7), 1611–1619 (2025)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.