Simple hemogram to support the decision-making of COVID-19 diagnosis using clusters analysis with self-organizing maps neural network.
Alexandra A. de SouzaDanilo Candido de AlmeidaThiago S. BarcelosRodrigo Campos BortolettoRoberto MuñozHelio WaldmanMiguel Angelo GoesLeandro Augusto da SilvaPublished in: Soft Comput. (2023)
Keyphrases
- self organizing maps
- neural network
- decision making
- competitive learning
- visualization methods
- neural gas
- learning vector quantization
- input data
- topology preserving
- k means
- knowledge management
- decision support
- network anomaly detection
- business intelligence
- fault diagnosis
- cluster analysis
- unsupervised learning
- pattern recognition
- clustering algorithm
- probabilistic neural network
- feature selection
- data mining
- data sets