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0
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Assessing current capabilities for incorporating lipidomics in multiomics data integration.
(academic.oup.com)
|
Ross DH
…
Gosline SJC
Briefings in Bioinformatics
2026-05-04
|
#metabolomics
#lipidomics
#multi-omics
#integration
#annotation
|
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0
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GAMMI: graph-guided contrastive and adversarial integration of single-cell and spatial multi-omics data.
(academic.oup.com)
|
Yu Y
…
Hou Y
Briefings in Bioinformatics
2026-05-04
|
#single-cell
#multi-omics
#integration
#embedding
|
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0
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Decoding disease and therapy through multiomics integration and systems analysis.
(academic.oup.com)
|
Mathew MJ
…
Zagury JF
Briefings in Bioinformatics
2026-05-04
|
#machine learning
#multi-omics
#integration
#biomarker
#precision medicine
|
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0
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Cross-modality representation and multi-sample integration of spatially resolved omics data.
(academic.oup.com)
|
Li Z
…
Jiang R
Briefings in Bioinformatics
2026-05-04
|
#transcriptomics
#machine learning
#multi-omics
#integration
|
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0
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Identifying batch-integrated domains from spatial transcriptomics via graph autoencoder with contrastive learning based on cross-modality and data augmentation.
(academic.oup.com)
|
Mao Y
…
Lyu Q
Briefings in Bioinformatics
2026-05-04
|
#transcriptomics
#integration
#clustering
#autoencoders
|
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0
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SCONE: a subset-contrastive method for multi-omics network embedding.
(academic.oup.com)
|
da Costa Avelar PH
…
Tsoka S
Briefings in Bioinformatics
2026-05-04
|
#multi-omics
#contrastive learning
#single-cell
#embedding
#integration
|
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0
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Optimal transport for label transfer in single-cell multi-omics integration.
(academic.oup.com)
|
Ren J
…
Liu Y
Briefings in Bioinformatics
2026-05-04
|
#single-cell
#multi-omics
#transcriptomics
#epigenomics
#integration
|
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0
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Graph designs for deep learning-based multi-omics integration.
(academic.oup.com)
|
Alif MN
…
Zhang W
Briefings in Bioinformatics
2026-05-04
|
#multi-omics
#deep learning
#graph neural network
#integration
#single-cell
|