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ORCIDBibTeX records: Stan N. Finkelstein
@article{DBLP:journals/artmed/FernandesVLPFS20,
author = {Marta P. B. Fernandes and
Susana M. Vieira and
Francisca Pais Leite and
Carlos Palos and
Stan N. Finkelstein and
Jo{\~{a}}o M. C. Sousa},
title = {Clinical Decision Support Systems for Triage in the Emergency Department
using Intelligent Systems: a Review},
journal = {Artif. Intell. Medicine},
volume = {102},
pages = {101762},
year = {2020},
url = {https://doi.org/10.1016/j.artmed.2019.101762},
doi = {10.1016/J.ARTMED.2019.101762},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/FernandesVLPFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ArevaloFVCFS19,
author = {Aldo Ar{\'{e}}valo and
Bernardo M. Firme and
Susana M. Vieira and
Leo A. Celi and
Stan N. Finkelstein and
Jo{\~{a}}o M. C. Sousa},
title = {Fuzzy Modeling of Survival Associated to Insulin Therapy in the {ICU}},
booktitle = {2019 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2019, New Orleans, LA, USA, June 23-26, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FUZZ-IEEE.2019.8858792},
doi = {10.1109/FUZZ-IEEE.2019.8858792},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ArevaloFVCFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/SousaVCMCF19,
author = {Jo{\~{a}}o M. C. Sousa and
Susana M. Vieira and
Jo{\~{a}}o P. Carvalho and
Sara C. Madeira and
Leo A. Celi and
Stan N. Finkelstein},
title = {An Architecture Based on Fuzzy Systems for Personalized Medicine in
ICUs},
booktitle = {2019 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2019, New Orleans, LA, USA, June 23-26, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FUZZ-IEEE.2019.8858903},
doi = {10.1109/FUZZ-IEEE.2019.8858903},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/SousaVCMCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/SilvaCSFCSV18,
author = {Andre D. Silva and
Clara C. Correia and
C{\'{a}}tia M. Salgado and
Stan N. Finkelstein and
Leo A. Celi and
Jo{\~{a}}o M. C. Sousa and
Susana M. Vieira},
title = {Fuzzy Modeling for Predicting Patient Survival Rate in {ICU} with
{AKI}},
booktitle = {2018 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2018, Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FUZZ-IEEE.2018.8491678},
doi = {10.1109/FUZZ-IEEE.2018.8491678},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/SilvaCSFCSV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ViegasSCCVF17,
author = {Rita Viegas and
C{\'{a}}tia M. Salgado and
S{\'{e}}rgio Curto and
Jo{\~{a}}o Paulo Carvalho and
Susana M. Vieira and
Stan N. Finkelstein},
title = {Daily prediction of {ICU} readmissions using feature engineering and
ensemble fuzzy modeling},
journal = {Expert Syst. Appl.},
volume = {79},
pages = {244--253},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.02.036},
doi = {10.1016/J.ESWA.2017.02.036},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ViegasSCCVF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FialhoVKACRFS16,
author = {Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Uzay Kaymak and
Rui Jorge Almeida and
Federico Cismondi and
Shane R. Reti and
Stan N. Finkelstein and
Jo{\~{a}}o M. C. Sousa},
title = {Mortality prediction of septic shock patients using probabilistic
fuzzy systems},
journal = {Appl. Soft Comput.},
volume = {42},
pages = {194--203},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.01.005},
doi = {10.1016/J.ASOC.2016.01.005},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FialhoVKACRFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/SalgadoVMFS16,
author = {C{\'{a}}tia M. Salgado and
Susana M. Vieira and
Lu{\'{\i}}s F. Mendon{\c{c}}a and
Stan N. Finkelstein and
Jo{\~{a}}o M. C. Sousa},
title = {Ensemble fuzzy models in personalized medicine: Application to vasopressors
administration},
journal = {Eng. Appl. Artif. Intell.},
volume = {49},
pages = {141--148},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2015.10.004},
doi = {10.1016/J.ENGAPPAI.2015.10.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/SalgadoVMFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CismondiFVRSF13,
author = {Federico Cismondi and
Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Shane R. Reti and
Jo{\~{a}}o Miguel da Costa Sousa and
Stan N. Finkelstein},
title = {Missing data in medical databases: Impute, delete or classify?},
journal = {Artif. Intell. Medicine},
volume = {58},
number = {1},
pages = {63--72},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2013.01.003},
doi = {10.1016/J.ARTMED.2013.01.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CismondiFVRSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/CismondiCFVRSF13,
author = {Federico Cismondi and
Leo A. Celi and
Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Shane R. Reti and
Jo{\~{a}}o M. C. Sousa and
Stan N. Finkelstein},
title = {Reducing unnecessary lab testing in the {ICU} with artificial intelligence},
journal = {Int. J. Medical Informatics},
volume = {82},
number = {5},
pages = {345--358},
year = {2013},
url = {https://doi.org/10.1016/j.ijmedinf.2012.11.017},
doi = {10.1016/J.IJMEDINF.2012.11.017},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/CismondiCFVRSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FialhoKCVRSF13,
author = {Andr{\'{e}} S. Fialho and
Uzay Kaymak and
Federico Cismondi and
Susana Margarida Vieira and
Shane R. Reti and
Jo{\~{a}}o M. C. Sousa and
Stan N. Finkelstein},
title = {Predicting intensive care unit readmissions using probabilistic fuzzy
systems},
booktitle = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
Hyderabad, India, 7-10 July, 2013, Proceedings},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622414},
doi = {10.1109/FUZZ-IEEE.2013.6622414},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FialhoKCVRSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/VieiraCFRFS13,
author = {Susana M. Vieira and
Jo{\~{a}}o Paulo Carvalho and
Andr{\'{e}} S. Fialho and
Shane R. Reti and
Stan N. Finkelstein and
Jo{\~{a}}o M. C. Sousa},
title = {A decision support system for {ICU} readmissions prevention},
booktitle = {Joint {IFSA} World Congress and {NAFIPS} Annual Meeting, {IFSA/NAFIPS}
2013, Edmonton, Alberta, Canada, June 24-28, 2013},
pages = {251--256},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IFSA-NAFIPS.2013.6608408},
doi = {10.1109/IFSA-NAFIPS.2013.6608408},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ifsa/VieiraCFRFS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CismondiHFVRSF12,
author = {Federico Cismondi and
Abigail L. Horn and
Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Shane R. Reti and
Jo{\~{a}}o Miguel da Costa Sousa and
Stan N. Finkelstein},
title = {Multi-stage modeling using fuzzy multi-criteria feature selection
to improve survival prediction of {ICU} septic shock patients},
journal = {Expert Syst. Appl.},
volume = {39},
number = {16},
pages = {12332--12339},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.04.027},
doi = {10.1016/J.ESWA.2012.04.027},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CismondiHFVRSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FialhoCVRSF12,
author = {Andr{\'{e}} S. Fialho and
Federico Cismondi and
Susana M. Vieira and
Shane R. Reti and
Jo{\~{a}}o M. C. Sousa and
Stan N. Finkelstein},
title = {Data mining using clinical physiology at discharge to predict {ICU}
readmissions},
journal = {Expert Syst. Appl.},
volume = {39},
number = {18},
pages = {13158--13165},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.05.086},
doi = {10.1016/J.ESWA.2012.05.086},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/FialhoCVRSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/PereiraRSF12,
author = {Ruben Duarte Pereira and
Shane R. Reti and
Jo{\~{a}}o Miguel da Costa Sousa and
Stan N. Finkelstein},
title = {New Insights on Septic Shock Goal-Directed Therapies},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-007-1.639272/f-001-1.639273/a-507-1.639675/a-508-1.639672},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/PereiraRSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FialhoKACVRSF12,
author = {Andr{\'{e}} S. Fialho and
Uzay Kaymak and
Rui Jorge Almeida and
Federico Cismondi and
Susana M. Vieira and
Shane R. Reti and
Jo{\~{a}}o M. C. Sousa and
Stan N. Finkelstein},
title = {Probabilistic fuzzy prediction of mortality in intensive care units},
booktitle = {{FUZZ-IEEE} 2012, {IEEE} International Conference on Fuzzy Systems,
Brisbane, Australia, June 10-15, 2012, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FUZZ-IEEE.2012.6251261},
doi = {10.1109/FUZZ-IEEE.2012.6251261},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FialhoKACVRSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CismondiFLVGRSF12,
author = {Federico Cismondi and
Andr{\'{e}} S. Fialho and
Xiaoning Lu and
Susana M. Vieira and
James E. Gray and
Shane R. Reti and
Jo{\~{a}}o M. C. Sousa and
Stan N. Finkelstein},
title = {{ANN} validation system for {ICU} neonatal data},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--4},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252782},
doi = {10.1109/IJCNN.2012.6252782},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CismondiFLVGRSF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smps/PereiraSVRF12,
author = {Ruben D. M. A. Pereira and
Jo{\~{a}}o Miguel da Costa Sousa and
Susana M. Vieira and
Shane R. Reti and
Stan N. Finkelstein},
editor = {Rudolf Kruse and
Michael R. Berthold and
Christian Moewes and
Mar{\'{\i}}a Angeles Gil and
Przemyslaw Grzegorzewski and
Olgierd Hryniewicz},
title = {Modified Sequential Forward Selection Applied to Predicting Septic
Shock Outcome in the Intensive Care Unit},
booktitle = {Synergies of Soft Computing and Statistics for Intelligent Data Analysis,
Proceedings of the 6th International Conference on Soft Methods in
Probability and Statistics, {SMPS} 2012, Konstanz, Germany, October
4-6, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {190},
pages = {469--477},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33042-1\_50},
doi = {10.1007/978-3-642-33042-1\_50},
timestamp = {Mon, 16 Sep 2019 15:24:13 +0200},
biburl = {https://dblp.org/rec/conf/smps/PereiraSVRF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/CismondiFVSRHF11,
author = {Federico Cismondi and
Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Jo{\~{a}}o M. C. Sousa and
Shane R. Reti and
Michael D. Howell and
Stan N. Finkelstein},
title = {Computational intelligence methods for processing misaligned, unevenly
sampled time series containing missing data},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {224--231},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949447},
doi = {10.1109/CIDM.2011.5949447},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/CismondiFVSRHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/CismondiFVSRCHF11,
author = {Federico Cismondi and
Andr{\'{e}} S. Fialho and
Susana M. Vieira and
Jo{\~{a}}o M. C. Sousa and
Shane R. Reti and
Leo A. Celi and
Michael D. Howell and
Stan N. Finkelstein},
title = {Predicting laboratory testing in intensive care using fuzzy and neural
modeling},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {2096--2103},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007547},
doi = {10.1109/FUZZY.2011.6007547},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/CismondiFVSRCHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FialhoCVSRCHF11,
author = {Andr{\'{e}} S. Fialho and
Federico Cismondi and
Susana M. Vieira and
Jo{\~{a}}o M. C. Sousa and
Shane R. Reti and
Leo A. Celi and
Michael D. Howell and
Stan N. Finkelstein},
title = {Fuzzy modeling to predict administration of vasopressors in intensive
care unit patients},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {2296--2303},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007607},
doi = {10.1109/FUZZY.2011.6007607},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FialhoCVSRCHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/PereiraFCVSAKRHF11,
author = {Ruben D. M. A. Pereira and
Andr{\'{e}} S. Fialho and
Federico Cismondi and
Susana M. Vieira and
Jo{\~{a}}o M. C. Sousa and
Rui Jorge Almeida and
Uzay Kaymak and
Shane R. Reti and
Michael D. Howell and
Stan N. Finkelstein},
title = {Predicting septic shock outcomes in a database with missing data using
fuzzy modeling: Influence of pre-processing techniques on real-world
data-based classification},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {2507--2512},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007606},
doi = {10.1109/FUZZY.2011.6007606},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/PereiraFCVSAKRHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/FialhoCVSRHF10,
author = {Andr{\'{e}} S. Fialho and
Federico Cismondi and
Susana M. Vieira and
Jo{\~{a}}o Miguel da Costa Sousa and
Shane R. Reti and
Michael D. Howell and
Stan N. Finkelstein},
editor = {Eyke H{\"{u}}llermeier and
Rudolf Kruse and
Frank Hoffmann},
title = {Predicting Outcomes of Septic Shock Patients Using Feature Selection
Based on Soft Computing Techniques},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Applications - 13th International Conference, {IPMU} 2010,
Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {81},
pages = {65--74},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14058-7\_7},
doi = {10.1007/978-3-642-14058-7\_7},
timestamp = {Thu, 07 Dec 2017 18:39:14 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/FialhoCVSRHF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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