Computational approaches for network-based integrative multi-omics analysis

Computational approaches for network-based integrative multi-omics analysis

Advances in omics technologies allow for holistic studies into biological systems. These studies rely on integrative data analysis techniques to obtain a comprehensive view of the dynamics of cellular processes, and molecular mechanisms. Network-based integrative approaches have revolutionized multi...

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Bibliographic Details
Main Authors: Francis E. Agamah, Jumamurat R. Bayjanov, Anna Niehues, Kelechi F. Njoku, Michelle Skelton, Gaston K. Mazandu, Thomas H. A. Ederveen, Nicola Mulder, Emile R. Chimusa, Peter A. C. 't Hoen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Molecular Biosciences
Subjects:
multi-omics
data integration
multi-modal network
machine learning
network diffusion/propagation
network causal inference
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2022.967205/full

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https://www.frontiersin.org/articles/10.3389/fmolb.2022.967205/full

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