Contrast subgraphs allow comparing homogeneous and heterogeneous networks derived from omics data.

Tommaso Lanciano Aurora SavinoFrancesca PorcuDavide Cittaro Francesco Bonchi Paolo Provero

Published in: GigaScience (2023)

These examples demonstrate how contrast subgraphs can provide new insight in functional genomics by extracting the gene/protein modules whose connectivity is most altered between 2 conditions or experimental techniques.

Keyphrases

magnetic resonance
single cell
contrast enhanced
electronic health record
copy number
big data
genome wide
white matter
protein protein
magnetic resonance imaging
functional connectivity
binding protein
multiple sclerosis
gene expression
machine learning
deep learning
genome wide analysis