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TITLE: Predicting Intensive Care Unit Readmissions Using Probabilistic Fuzzy Systems Full Text
AUTHORS: Fialho, AS; Kaymak, U; Cismondi, F; Vieira, SM ; Reti, SR; Sousa, JMC ; Finkelstein, SN;
PUBLISHED: 2013, SOURCE: IEEE International Conference on Fuzzy Systems (FUZZ) in 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013)

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TITLE: Reducing unnecessary lab testing in the ICU with artificial intelligence Full Text
AUTHORS: Cismondi, F; Celi, LA; Fialho, AS; Vieira, SM ; Reti, SR; Sousa, JMC ; Finkelstein, SN;
PUBLISHED: 2013, SOURCE: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, VOLUME: 82, ISSUE: 5

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TITLE: ANN Validation System for ICU Neonatal Data Full Text
AUTHORS: Federico Cismondi; Andre S Fialho; Xiaoning N Lu; Susana M Vieira ; James E Gray; Shane R Reti; Joao M C Sousa ; Stan N Finkelstein;
PUBLISHED: 2012, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

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TITLE: Data mining using clinical physiology at discharge to predict ICU readmissions Full Text
AUTHORS: Fialho, AS; Cismondi, F; Vieira, SM ; Reti, SR; Sousa, JMC ; Finkelstein, SN;
PUBLISHED: 2012, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 39, ISSUE: 18

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TITLE: Fuzzy criteria for feature selection Full Text
AUTHORS: Susana M Vieira ; Joao M C Sousa ; Uzay Kaymak;
PUBLISHED: 2012, SOURCE: FUZZY SETS AND SYSTEMS, VOLUME: 189, ISSUE: 1

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TITLE: Metaheuristics for feature selection: application to sepsis outcome prediction
AUTHORS: Susana M Vieira ; Luis F Mendonca ; Goncalo J Farinha; Joao M C Sousa ;
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 CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

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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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