|
0
|
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CSIE: cancer subtyping via inference and ensemble.
(academic.oup.com)
|
Tran D
…
Nguyen T
Briefings in Bioinformatics
2026-05-04
|
#cancer
#multi-omics
#clustering
#classification
#inference
|
|
0
|
|
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
|
|
0
|
|
Toward trustworthy artificial intelligence in multi-omics: a review of reproducibility, stability, and interpretability.
(academic.oup.com)
|
Vo TH
…
Le NQK
Briefings in Bioinformatics
2026-05-04
|
#machine learning
#multi-omics
#reproducibility
#precision medicine
#interpretability
|
|
0
|
|
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
|
|
0
|
|
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
|
|
0
|
|
Benchmarking computational methods for multi-omics biomarker discovery in cancer.
(academic.oup.com)
|
Li AZ
…
Liu R
Briefings in Bioinformatics
2026-05-04
|
#cancer
#machine learning
#multi-omics
#biomarker
#prognosis
|
|
0
|
|
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
|
|
0
|
|
Continuous multi-omics pathway enrichment analysis resolves hidden functional heterogeneity.
(academic.oup.com)
|
Amerifar S
…
Buettner F
Briefings in Bioinformatics
2026-05-04
|
#transcriptomics
#multi-omics
#pathway-enrichment
#proteomics
#bayesian-methods
|
|
0
|
|
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
|
|
0
|
|
CEDR: robust consensus cancer subtyping with multi-omics data via ensemble dimensionality reduction.
(academic.oup.com)
|
Cao H
…
Cui Y
Briefings in Bioinformatics
2026-05-04
|
#modeling
#cancer
#multi-omics
#clustering
#dimensionality reduction
|
|
0
|
|
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
|
|
0
|
|
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
|