Article

Stability-driven multi-omics integration for reproducible latent structure

2026-06-27

Abstract excerpt

High-dimensional multi-omics data integration offers novel opportunities to characterize complex biological systems. Even though sampling variability frequently compromises findings, particularly in small cohorts, the reproducibility and generalizability of the derived latent structures are insufficiently evaluated. We propose a Stability-driven framework for multi-omics integration that combines sparse generalize...

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Literature Corpus work: 59f91463-e714-54e6-9bef-0dfe80f40f55
DOI: 10.64898/2026.06.23.734064

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