Article

X-intNMF: A Cross- and Intra-Omics Regularized NMF Framework for Multi-Omics Integration

2025-09-20

Abstract excerpt

<h4>Motivation</h4> The rapid accumulation of multi-omics data presents a valuable opportunity to advance our understanding of complex diseases and biological systems, driving the development of integrative computational methods. However, the complexity of biological processes—spanning multiple molecular layers and involving intricate regulatory interactions—requires models that can capture both intra- and cross-...

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Literature Corpus work: d037962b-c530-5de1-9074-a7bb95b30135
DOI: 10.1101/2025.09.17.676796

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