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Journal Articles
- 2016
[j5]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: 194-203 (2016)- 2013
- [j4]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): 63-72 (2013) - [j3]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): 345-358 (2013) - 2012
- [j2]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): 12332-12339 (2012) - [j1]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): 13158-13165 (2012)
Conference and Workshop Papers
- 2013
- [c8]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: 1-7 - 2012
- [c7]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: 1-8 - [c6]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: 1-4 - 2011
- [c5]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: 224-231 - [c4]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: 2096-2103 - [c3]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: 2296-2303 - [c2]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: 2507-2512 - 2010
- [c1]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: 65-74
Coauthor Index
aka: João M. C. Sousa
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