Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors.
Jordi Pascual-FontanillesAïda VallsPedro Romero-ArocaPublished in: Knowl. Based Syst. (2024)
Keyphrases
- multivariate data
- risk factors
- diabetic retinopathy
- cardiovascular disease
- multivariate time series
- high dimensional
- medical experts
- categorical data
- risk management
- risk assessment
- statistical methods
- principal components
- parameter space
- early detection
- medical practitioners
- automatic detection
- temporal data
- temporal constraints
- temporal information
- logistic regression
- decision support system
- patient groups
- decision trees