André S. Fialho

According to our database, André S. Fialho authored at least 16 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

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

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

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

A decision support system for ICU readmissions prevention.

Susana M. Vieira, João Paulo Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Data mining and modeling to predict the necessity of vasopressors for ICU patients.

Jose M. Rodrigues, André S. Fialho, Susana M. Vieira, Luís F. Mendonça, João M. C. Sousa

Proceedings of the FUZZ-IEEE 2013, 2013

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

Proceedings of the FUZZ-IEEE 2013, 2013

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

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

Addressing health information privacy with a novel cloud-based PHR system architecture.

Pieter Van Gorp, Marco Comuzzi, André S. Fialho, Uzay Kaymak

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 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

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

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

Proceedings of the FUZZ-IEEE 2012, 2012

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

Proceedings of the FUZZ-IEEE 2011, 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

Proceedings of the FUZZ-IEEE 2011, 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

Proceedings of the FUZZ-IEEE 2011, 2011

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

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010

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

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010