Federico Cismondi

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 1

Top Topics

Medical Databases

Imputation Methods

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Int. J. Medical Informatics

Publications

André S. Fialho, Susana M. Vieira, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
Mortality prediction of septic shock patients using probabilistic fuzzy systems. Appl. Soft Comput. 42 (2016)
Federico Cismondi, Leo A. Celi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Reducing unnecessary lab testing in the ICU with artificial intelligence. Int. J. Medical Informatics 82 (5) (2013)
André S. Fialho, Uzay Kaymak, Federico Cismondi, Susana Margarida Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Predicting intensive care unit readmissions using probabilistic fuzzy systems. FUZZ-IEEE (2013)
Federico Cismondi, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
Missing data in medical databases: Impute, delete or classify? Artif. Intell. Medicine 58 (1) (2013)
Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
ANN validation system for ICU neonatal data. IJCNN (2012)
André S. Fialho, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Data mining using clinical physiology at discharge to predict ICU readmissions. Expert Syst. Appl. 39 (18) (2012)
Federico Cismondi, Abigail L. Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients. Expert Syst. Appl. 39 (16) (2012)
André S. Fialho, Uzay Kaymak, Rui Jorge Almeida, Federico Cismondi, Susana M. Vieira, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein
Probabilistic fuzzy prediction of mortality in intensive care units. FUZZ-IEEE (2012)
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data. CIDM (2011)
Federico Cismondi, André S. Fialho, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Predicting laboratory testing in intensive care using fuzzy and neural modeling. FUZZ-IEEE (2011)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João M. C. Sousa, Shane R. Reti, Leo A. Celi, Michael D. Howell, Stan N. Finkelstein
Fuzzy modeling to predict administration of vasopressors in intensive care unit patients. FUZZ-IEEE (2011)
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
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 (2011)
André S. Fialho, Federico Cismondi, Susana M. Vieira, João Miguel da Costa Sousa, Shane R. Reti, Michael D. Howell, Stan N. Finkelstein
Predicting Outcomes of Septic Shock Patients Using Feature Selection Based on Soft Computing Techniques. IPMU (2) (2010)