Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks.
Vinicius QueirozEduardo José da S. LuzGladston J. P. MoreiraAlvaro GuardaDavid MenottiPublished in: EMBC (2015)
Keyphrases
- complex networks
- heart rate variability
- community detection
- social network analysis
- network analysis
- social networks
- feature selection
- community structure
- mit bih arrhythmia database
- fully automatic
- biological networks
- machine learning
- heart disease
- functional modules
- scale free
- link prediction
- false positives
- patient specific
- network structure
- network evolution
- scale free networks
- small world
- real world networks
- network motifs
- betweenness centrality
- beat classification
- data mining