Florin Gorunescu

Orcid: 0000-0001-6826-2785

Affiliations:
  • Royal Society of Medicine, London, UK
  • University of Pitesti, Romania
  • University of Bucharest, Romania (PhD 1979)


According to our database1, Florin Gorunescu authored at least 20 papers between 2002 and 2020.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

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Bibliography

2020
Intelligent Decision Support Systems - A Journey to Smarter Healthcare
Intelligent Systems Reference Library 157, Springer, ISBN: 978-3-030-14353-4, 2020

2018
Learning a single-hidden layer feedforward neural network using a rank correlation-based strategy with application to high dimensional gene expression and proteomic spectra datasets in cancer detection.
J. Biomed. Informatics, 2018

2016
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis.
J. Biomed. Informatics, 2016

A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs.
Artif. Intell. Medicine, 2016

2015
Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation.
J. Biomed. Informatics, 2015

2014
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization.
J. Biomed. Informatics, 2014

Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis.
J. Biomed. Informatics, 2014

2013
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence.
Expert Syst. J. Knowl. Eng., 2013

2012
Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network.
Expert Syst. Appl., 2012

2011
Data Mining - Concepts, Models and Techniques
Intelligent Systems Reference Library 12, Springer, ISBN: 978-3-642-19720-8, 2011

Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection.
Expert Syst. J. Knowl. Eng., 2011

2010
A statistical framework for evaluating neural networks to predict recurrent events in breast cancer.
Int. J. Gen. Syst., 2010

Automated Classification of Left Ventricular Heart Disease from SPECT Imaging Data.
Egypt. Comput. Sci. J., 2010

Clustering-based approach for detecting breast cancer recurrence.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Patient grouping optimization using a hybrid self-organizing map and Gaussian mixture model for length of stay-based clustering system.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

2009
Feature selection in Parkinson's disease: A rough sets approach.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

2007
A machine learning approach to keystroke dynamics based user authentication.
Int. J. Electron. Secur. Digit. Forensics, 2007

2006
A Machine Learning Approach to Differentiating Bacterial From Viral Meningitis.
Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 2006

2005
An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer Diagnosis.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2002
A queueing model for bed-occupancy management and planning of hospitals.
J. Oper. Res. Soc., 2002


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