Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology
Finkelstein, Stan N., Sousa, João M. C., Vieira, Susana M., Reti, Shane R., Dejam, Andre, Salgado, Cátia M., Pereira, Rúben Duarte M. A., Celi, Leo A.
Published in TheScientificWorld (2015)
Published in TheScientificWorld (2015)
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Journal Article
Missing data in medical databases: Impute, delete or classify?
Cismondi, Federico, Fialho, André S, Vieira, Susana M, Reti, Shane R, Sousa, João M.C, Finkelstein, Stan N
Published in Artificial intelligence in medicine (01.05.2013)
Published in Artificial intelligence in medicine (01.05.2013)
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Journal Article
Improving personal health records for patient-centered care
Reti, Shane R, Feldman, Henry J, Ross, Stephen E, Safran, Charles
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2010)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2010)
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Journal Article
Governance for Personal Health Records
Reti, Shane R., Feldman, Henry J., Safran, Charles
Published in Journal of the American Medical Informatics Association : JAMIA (01.01.2009)
Published in Journal of the American Medical Informatics Association : JAMIA (01.01.2009)
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Journal Article
Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients
Cismondi, Federico, Horn, Abigail L., Fialho, André S., Vieira, Susana M., Reti, Shane R., Sousa, João M.C., Finkelstein, Stan
Published in Expert systems with applications (15.11.2012)
Published in Expert systems with applications (15.11.2012)
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Journal Article
Self-Reported Diabetes in Northland, New Zealand
Reti, Shane R, Goodyear-Smith, Felicity A, McCormick, Ross I
Published in Diabetes care (01.05.2005)
Published in Diabetes care (01.05.2005)
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Journal Article
Mortality prediction of septic shock patients using probabilistic fuzzy systems
Fialho, André S., Vieira, Susana M., Kaymak, Uzay, Almeida, Rui J., Cismondi, Federico, Reti, Shane R., Finkelstein, Stan N., Sousa, João M.C.
Published in Applied soft computing (01.05.2016)
Published in Applied soft computing (01.05.2016)
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Journal Article
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques
Fialho, André S., Cismondi, Federico, Vieira, Susana M., Sousa, João M. C., Reti, Shane R., Howell, Michael D., Finkelstein, Stan N.
Published in Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Published in Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
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Book Chapter
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data
Cismondi, F., Fialho, A. S., Vieira, S. M., Sousa, J. M. C., Reti, S. R., Howell, M. D., Finkelstein, S. N.
Published in 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) (01.04.2011)
Published in 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) (01.04.2011)
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Conference Proceeding
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients
Fialho, Andre S., Cismondi, Federico, Vieira, Susana M., Sousa, Joao M. C., Reti, Shane R., Celi, Leo A., Howell, Michael D., Finkelstein, Stan N.
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
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Conference Proceeding
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification
Pereira, Ruben D. M. A., Almeida, Rui J., Kaymak, Uzay, Vieira, Susana M., Sousa, Joao M. C., Reti, Shane R., Howell, Michael D., Finkelstein, Stan N.
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
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Conference Proceeding
Predicting laboratory testing in intensive care using fuzzy and neural modeling
Cismondi, Federico, Fialho, Andre S., Vieira, Susana M., Sousa, Joao M. C., Reti, Shane R., Celi, Leo A., Howell, Michael D., Finkelstein, Stan N.
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
Published in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (01.06.2011)
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Conference Proceeding
ANN validation system for ICU neonatal data
Cismondi, F., Fialho, A. S., Xiaoning Lu, Vieira, S. M., Gray, J. E., Reti, S. R., Sousa, J. M. C., Finkelstein, S. N.
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
Published in The 2012 International Joint Conference on Neural Networks (IJCNN) (01.06.2012)
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Conference Proceeding