Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance.
Sergio Martínez-AgüeroCristina Soguero-RuízJose Maria Alonso-MoralInmaculada Mora-JiménezJoaquín Álvarez-RodríguezAntonio G. MarquesPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- feature selection
- prediction accuracy
- models built
- text categorization
- prediction model
- predictive modeling
- chronic hepatitis
- financial time series
- prediction error
- exponential smoothing
- machine learning
- support vector
- high dimensionality
- decision support
- feature selection algorithms
- selected features
- text classification
- mutual information
- moving average
- dimensionality reduction
- clinical decision support systems
- multi variate
- stock market
- prediction algorithm
- medical databases
- decision trees
- bladder cancer