Stan N. Finkelstein

According to our database1, Stan N. Finkelstein authored at least 22 papers between 2010 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2020
Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review.
Artif. Intell. Medicine, 2020

2019
An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Fuzzy Modeling for Predicting Patient Survival Rate in ICU with AKI.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling.
Expert Syst. Appl., 2017

2016
Ensemble fuzzy models in personalized medicine: Application to vasopressors administration.
Eng. Appl. Artif. Intell., 2016

Mortality prediction of septic shock patients using probabilistic fuzzy systems.
Appl. Soft Comput., 2016

2013
Reducing unnecessary lab testing in the ICU with artificial intelligence.
Int. J. Medical Informatics, 2013

Missing data in medical databases: Impute, delete or classify?
Artif. Intell. Medicine, 2013

A decision support system for ICU readmissions prevention.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Predicting intensive care unit readmissions using probabilistic fuzzy systems.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Data mining using clinical physiology at discharge to predict ICU readmissions.
Expert Syst. Appl., 2012

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients.
Expert Syst. Appl., 2012

Modified Sequential Forward Selection Applied to Predicting Septic Shock Outcome in the Intensive Care Unit.
Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

ANN validation system for ICU neonatal data.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Probabilistic fuzzy prediction of mortality in intensive care units.
Proceedings of the FUZZ-IEEE 2012, 2012

New Insights on Septic Shock Goal-Directed Therapies.
Proceedings of the AMIA 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.
Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy modeling to predict administration of vasopressors in intensive care unit patients.
Proceedings of the FUZZ-IEEE 2011, 2011

Predicting laboratory testing in intensive care using fuzzy and neural modeling.
Proceedings of the FUZZ-IEEE 2011, 2011

Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data.
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.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010


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