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TITLE: Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients Full Text
AUTHORS: Federico Cismondi; Abigail L Horn; Andre S Fialho; Susana M Vieira ; Shane R Reti; Joao M C Sousa ; Stan Finkelstein;
PUBLISHED: 2012, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 39, ISSUE: 16

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TITLE: Probabilistic Fuzzy Prediction of Mortality in Intensive Care Units Full Text
AUTHORS: Fialho, AS; Kaymak, U; Almeida, RJ; Cismondi, F; Vieira, SM ; Reti, SR; Sousa, JMC; Finkelstein, SN;
PUBLISHED: 2012, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)/International Joint Conference on Neural Networks (IJCNN)/IEEE Congress on Evolutionary Computation (IEEE-CEC)/IEEE World Congress on Computational Intelligence (IEEE-WCCI) in 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)

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TITLE: Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data
AUTHORS: Cismondi, F; Fialho, AS; Vieira, SM ; Sousa, JMC ; Reti, SR; Howell, MD; Finkelstein, SN;
PUBLISHED: 2011, SOURCE: Symposium Series on Computational Intelligence, IEEE SSCI2011 - 2011 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2011 in IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining

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TITLE: Fuzzy Modeling to Predict Administration of Vasopressors in Intensive Care Unit Patients Full Text
AUTHORS: Andre S Fialho; Federico Cismondi; Susana M Vieira ; Joao M C Sousa ; Shane R Reti; Leo A Celi; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)

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TITLE: Multi-objective performance evaluation using fuzzy criteria: Increasing sensitivity prediction for outcome of septic shock patients
AUTHORS: Horn, AL; Cismondi, F; Fialho, AS; Vieira, SM ; Sousa, JMC ; Reti, S; Howell, M; Finkelstein, S;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1

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TITLE: Optimization of fuzzy models using a novel PSO algorithm: Application to medical databases
AUTHORS: Farinha, GJ; Vieira, SM ; Mendonca, LF ; Sousa, JMC ;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1

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TITLE: Predicting Laboratory Testing in Intensive Care using Fuzzy and Neural Modeling Full Text
AUTHORS: Federico Cismondi; Andre S Fialho; Susana M Vieira ; Joao M C Sousa ; Shane R Reti; Leo A Celi; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)

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TITLE: Predicting Septic Shock Outcomes in a Database with Missing Data using Fuzzy Modeling Influence of Pre-processing Techniques on Real-World Data-based Classification Full Text
AUTHORS: Ruben D M A Pereira; Andre S Fialho; Federico Cismondi; Rui J Almeida ; Uzay Kaymak ; Susana M Vieira; Joao M C Sousa; Shane R Reti; Michael D Howell; Stan N Finkelstein;
PUBLISHED: 2011, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ 2011) in IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011)

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TITLE: Preprocessing of clinical databases to improve classification accuracy of patient diagnosis
AUTHORS: Marques, FJ; Moutinho, A ; Vieira, SM ; Sousa, JMC ;
PUBLISHED: 2011, SOURCE: 18th IFAC World Congress in IFAC Proceedings Volumes (IFAC-PapersOnline), VOLUME: 18, ISSUE: PART 1

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