Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques. - André S. Fialho; Federico Cismondi; Susana M. Vieira; João Miguel da Costa Sousa; Shane R. Reti; Michael D. Howell; Stan N. Finkelstein (IPMU (2), 2010)

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. - Federico Cismondi; André S. Fialho; Susana M. Vieira; João M. C. Sousa; Shane R. Reti; Michael D. Howell; Stan N. Finkelstein (CIDM, 2011)

Predicting laboratory testing in intensive care using fuzzy and neural modeling. - Federico Cismondi; André S. Fialho; Susana M. Vieira; João M. C. Sousa; Shane R. Reti; Leo A. Celi; Michael D. Howell; Stan N. Finkelstein (FUZZ-IEEE, 2011)

Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. - André S. Fialho; Federico Cismondi; Susana M. Vieira; João M. C. Sousa; Shane R. Reti; Leo A. Celi; Michael D. Howell; Stan N. Finkelstein (FUZZ-IEEE, 2011)

Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification. - Ruben D. M. A. Pereira; André S. Fialho; Federico Cismondi; Susana M. Vieira; João M. C. Sousa; Rui Jorge Almeida; Uzay Kaymak; Shane R. Reti; Michael D. Howell; Stan N. Finkelstein (FUZZ-IEEE, 2011)

Probabilistic fuzzy prediction of mortality in intensive care units. - André S. Fialho; Uzay Kaymak; Rui Jorge Almeida; Federico Cismondi; Susana M. Vieira; Shane R. Reti; João M. C. Sousa; Stan N. Finkelstein (FUZZ-IEEE, 2012)

ANN validation system for ICU neonatal data. - Federico Cismondi; André S. Fialho; Xiaoning Lu; Susana M. Vieira; James E. Gray; Shane R. Reti; João M. C. Sousa; Stan N. Finkelstein (IJCNN, 2012)

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients. - Federico Cismondi; Abigail L. Horn; André S. Fialho; Susana M. Vieira; Shane R. Reti; João Miguel da Costa Sousa; Stan N. Finkelstein (Expert Syst. Appl., 2012)

Data mining using clinical physiology at discharge to predict ICU readmissions. - André S. Fialho; Federico Cismondi; Susana M. Vieira; Shane R. Reti; João M. C. Sousa; Stan N. Finkelstein (Expert Syst. Appl., 2012)

Predicting intensive care unit readmissions using probabilistic fuzzy systems. - André S. Fialho; Uzay Kaymak; Federico Cismondi; Susana Margarida Vieira; Shane R. Reti; João M. C. Sousa; Stan N. Finkelstein (FUZZ-IEEE, 2013)

Missing data in medical databases: Impute, delete or classify? - Federico Cismondi; André S. Fialho; Susana M. Vieira; Shane R. Reti; João Miguel da Costa Sousa; Stan N. Finkelstein (Artif. Intell. Medicine, 2013)

Reducing unnecessary lab testing in the ICU with artificial intelligence. - Federico Cismondi; Leo A. Celi; André S. Fialho; Susana M. Vieira; Shane R. Reti; João M. C. Sousa; Stan N. Finkelstein (Int. J. Medical Informatics, 2013)

Mortality prediction of septic shock patients using probabilistic fuzzy systems. - André S. Fialho; Susana M. Vieira; Uzay Kaymak; Rui Jorge Almeida; Federico Cismondi; Shane R. Reti; Stan N. Finkelstein; João M. C. Sousa (Appl. Soft Comput., 2016)