Federico Cismondi

13 papers B 6C 1Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2016 J jnl
Mortality prediction of septic shock patients using probabilistic fuzzy systems.
Appl. Soft Comput.
André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
2013 J jnl
Missing data in medical databases: Impute, delete or classify?
Artif. Intell. Medicine
Federico Cismondi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
2013 B conf
Predicting intensive care unit readmissions using probabilistic fuzzy systems.
FUZZ-IEEE
André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2013 J jnl
Reducing unnecessary lab testing in the ICU with artificial intelligence.
Int. J. Medical Informatics
Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012 B conf
ANN validation system for ICU neonatal data.
IJCNN
Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012 J jnl
Data mining using clinical physiology at discharge to predict ICU readmissions.
Expert Syst. Appl.
André S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2012 J jnl
Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients.
Expert Syst. Appl.
Federico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
2012 B conf
Probabilistic fuzzy prediction of mortality in intensive care units.
FUZZ-IEEE
André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
2011 C conf
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data.
CIDM
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients.
FUZZ-IEEE
André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Predicting laboratory testing in intensive care using fuzzy and neural modeling.
FUZZ-IEEE
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
2011 B conf
Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification.
FUZZ-IEEE
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
2010 — conf
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques.
IPMU (2)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein