#dimensionality reduction — Monday, May 04, 2026 (3 items)
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PVAED: prior-guided variational autoencoders with diffusion denoising for interpretable single-cell representation learning.
(academic.oup.com)
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Briefings in Bioinformatics 2026-05-04 | #transcriptomics #clustering #gene regulation #dimensionality reduction #representation learning | |
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CEDR: robust consensus cancer subtyping with multi-omics data via ensemble dimensionality reduction.
(academic.oup.com)
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Briefings in Bioinformatics 2026-05-04 | #modeling #cancer #multi-omics #clustering #dimensionality reduction | |
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Transformers for single-cell RNA sequencing: a survey.
(academic.oup.com)
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Briefings in Bioinformatics 2026-05-04 | #transcriptomics #single-cell #deep learning #dimensionality reduction |