Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients.
Federico CismondiAbigail L. HornAndré S. FialhoSusana M. VieiraShane R. RetiJoão Miguel da Costa SousaStan N. FinkelsteinPublished in: Expert Syst. Appl. (2012)
Keyphrases
- multi criteria
- multistage
- survival prediction
- feature selection
- imprecise information
- fuzzy numbers
- fuzzy logic
- multi attribute
- patient data
- decision makers
- dynamic programming
- lung cancer
- intensive care
- gene selection
- lot sizing
- group decision making
- clinical data
- septic shock
- gene expression
- multi objective
- genetic algorithm
- membership functions
- optimal policy
- multi criteria decision making
- intensive care unit
- decision making
- microarray data
- fuzzy sets
- expert systems
- similarity measure
- feature space
- support vector
- reinforcement learning