Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit.
Óscar Escudero-ArnanzInmaculada Mora-JiménezSergio Martínez-AgüeroJoaquín Álvarez-RodríguezCristina Soguero-RuízPublished in: AAI4H@ECAI (2020)
Keyphrases
- intensive care unit
- feature selection
- intensive care
- decision support system
- intensive care units
- temporal information
- cardiac surgery
- blood pressure
- high risk
- text categorization
- temporal constraints
- medical data
- temporal reasoning
- clinical data
- text classification
- domain specific
- feature space
- classification accuracy
- naive bayes
- feature subset
- classification models
- machine learning