Contrast subgraphs allow comparing homogeneous and heterogeneous networks derived from omics data.
Tommaso LancianoAurora SavinoFrancesca PorcuDavide CittaroFrancesco BonchiPaolo ProveroPublished 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
- resting state
- genome wide
- copy number
- functional connectivity
- big data
- protein protein
- magnetic resonance imaging
- binding protein
- computed tomography
- machine learning
- multiple sclerosis
- network analysis
- genome wide identification
- dna methylation
- data analysis
- deep learning
- transcription factor