Stan N. Finkelstein

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 7

Top Topics

Medical Databases

Intensive Care Unit

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Publications

Marta P. B. Fernandes, Susana M. Vieira, Francisca Pais Leite, Carlos Palos, Stan N. Finkelstein, João M. C. Sousa
Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review. Artif. Intell. Medicine 102 (2020)
Aldo Arévalo, Bernardo M. Firme, Susana M. Vieira, Leo A. Celi, Stan N. Finkelstein, João M. C. Sousa
Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU. FUZZ-IEEE (2019)
João M. C. Sousa, Susana M. Vieira, João P. Carvalho, Sara C. Madeira, Leo A. Celi, Stan N. Finkelstein
An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs. FUZZ-IEEE (2019)
Andre D. Silva, Clara C. Correia, Cátia M. Salgado, Stan N. Finkelstein, Leo A. Celi, João M. C. Sousa, Susana M. Vieira
Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI. FUZZ-IEEE (2018)
Rita Viegas, Cátia M. Salgado, Sérgio Curto, João Paulo Carvalho, Susana M. Vieira, Stan N. Finkelstein
Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling. Expert Syst. Appl. 79 (2017)
Cátia M. Salgado, Susana M. Vieira, Luís F. Mendonça, Stan N. Finkelstein, João M. C. Sousa
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration. Eng. Appl. Artif. Intell. 49 (2016)
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)
Susana M. Vieira, João Paulo Carvalho, André S. Fialho, Shane R. Reti, Stan N. Finkelstein, João M. C. Sousa
A decision support system for ICU readmissions prevention. IFSA/NAFIPS (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)
Ruben D. M. A. Pereira, João Miguel da Costa Sousa, Susana M. Vieira, Shane R. Reti, Stan N. Finkelstein
Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit. SMPS (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)
Ruben Duarte Pereira, Shane R. Reti, João Miguel da Costa Sousa, Stan N. Finkelstein
New Insights on Septic Shock Goal-Directed Therapies. AMIA (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)