Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer.
Neda ZamanitajeddinMostafa JahanifarMohsin BilalMark EastwoodNasir M. RajpootPublished in: Medical Image Anal. (2024)
Keyphrases
- social network analysis
- deep learning
- signaling pathways
- network analysis
- social networks
- molecular interactions
- colorectal cancer
- complex networks
- signal transduction pathways
- key players
- systems biology
- criminal networks
- unsupervised learning
- centrality measures
- communication patterns
- community discovery
- link formation
- social structure
- link prediction
- cohesive subgroups
- social network data
- structural patterns
- social relationships
- heterogeneous social networks
- network structure
- machine learning
- terrorist networks
- protein interaction networks
- law enforcement
- high throughput
- mental models
- weakly supervised
- protein protein interactions
- drug resistance
- semi supervised
- biological networks
- degree centrality
- community detection
- social media
- learning strategies
- active learning
- community structure