#representation learning — Tuesday, September 01, 2026 (2 items)
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SpaHDSRL: hierarchical dual-graph self-supervised representation learning for integrating spatially resolved multi-omics data.
(academic.oup.com)
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Briefings in Bioinformatics 2026-09-01 | #multi-omics #representation learning #spatial-transcriptomics #graph-neural-networks #integration | |
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Topology-guided dual-masked contrastive learning for weakly supervised cell-type annotation in single-cell multi-omics.
(academic.oup.com)
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Briefings in Bioinformatics 2026-09-01 | #single-cell #multi-omics #representation learning #cell annotation #active learning |