Identifying subgroups in heart failure patients with multimorbidity by clustering and network analysis.
Catarina MartinsBernardo NevesAndreia Sofia TeixeiraMiguel FroesPedro SarmentoJaime MachadoCarlos A. MagalhãesNuno A. SilvaMário J. SilvaFrancisca Pais LeitePublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- network analysis
- heart failure
- graph clustering
- normal subjects
- health care
- social network analysis
- link prediction
- text mining
- heart disease
- complex networks
- information networks
- clustering algorithm
- clustering method
- k means
- clinical data
- chronic disease
- community detection
- community structure
- clinical decision support systems
- artificial intelligence
- databases
- social networks
- high risk
- graph theory
- network structure
- random walk
- feature space