Complex networks reveal early MRI markers of Parkinson's disease.
Nicola AmorosoMarianna La RoccaAlfonso MonacoRoberto BellottiSabina TangaroPublished in: Medical Image Anal. (2018)
Keyphrases
- complex networks
- multiple sclerosis
- magnetic resonance imaging
- link prediction
- social network analysis
- network analysis
- community detection
- magnetic resonance images
- community structure
- medical images
- social networks
- graph theory
- clinical studies
- medical imaging
- network structure
- network evolution
- information theoretic concepts
- biological networks
- white matter
- scale free
- small world
- community discovery
- low grade
- mr images
- protein protein interaction networks
- clustering coefficient
- graph mining
- network motifs
- scale free networks
- betweenness centrality