A queueing model for bed-occupancy management and planning of hospitals. - Florin Gorunescu; Sally I. McClean; Peter H. Millard (J. Oper. Res. Soc., 2002)

An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer Diagnosis. - Florin Gorunescu; Marina Gorunescu; Elia El-Darzi; Smaranda Gorunescu (CBMS, 2005)

A Machine Learning Approach to Differentiating Bacterial From Viral Meningitis. - Kenneth Revett; Florin Gorunescu; Marius Ene (John Vincent Atanasoff Symposium, 2006)

A machine learning approach to keystroke dynamics based user authentication. - Kenneth Revett; Florin Gorunescu; Marina Gorunescu; Marius Ene; Sérgio Tenreiro de Magalhães; Henrique M. Dinis Santos (Int. J. Electron. Secur. Digit. Forensics, 2007)

Feature selection in Parkinson's disease: A rough sets approach. - Kenneth Revett; Florin Gorunescu; Abdel-Badeeh M. Salem (IMCSIT, 2009)

Patient grouping optimization using a hybrid self-organizing map and Gaussian mixture model for length of stay-based clustering system. - Florin Gorunescu; Smaranda Belciug; Elia El-Darzi; Marina Gorunescu (IEEE Conf. of Intelligent Systems, 2010)

Clustering-based approach for detecting breast cancer recurrence. - Smaranda Belciug; Abdel-Badeeh M. Salem; Florin Gorunescu; Marina Gorunescu (ISDA, 2010)

Automated Classification of Left Ventricular Heart Disease from SPECT Imaging Data. - Kenneth Revett; Abdel-Badeeh M. Salem; Florin Gorunescu (Egypt. Comput. Sci. J., 2010)

A statistical framework for evaluating neural networks to predict recurrent events in breast cancer. - Florin Gorunescu; Marina Gorunescu; Elia El-Darzi; Smaranda Gorunescu (Int. J. Gen. Syst., 2010)

Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection. - Florin Gorunescu; Marina Gorunescu; Adrian Saftoiu; Peter Vilmann; Smaranda Belciug (Expert Syst. J. Knowl. Eng., 2011)

Data Mining - Concepts, Models and Techniques - Florin Gorunescu (Springer, 2011)

Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network. - Florin Gorunescu; Smaranda Belciug; Marina Gorunescu; Radu Badea (Expert Syst. Appl., 2012)

A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. - Smaranda Belciug; Florin Gorunescu (Expert Syst. J. Knowl. Eng., 2013)

Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. - Smaranda Belciug; Florin Gorunescu (J. Biomed. Informatics, 2014)

Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. - Florin Gorunescu; Smaranda Belciug (J. Biomed. Informatics, 2014)

Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. - Smaranda Belciug; Florin Gorunescu (J. Biomed. Informatics, 2015)

A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. - Smaranda Belciug; Florin Gorunescu (Artif. Intell. Medicine, 2016)

Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. - Florin Gorunescu; Smaranda Belciug (J. Biomed. Informatics, 2016)

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. - Smaranda Belciug; Florin Gorunescu (J. Biomed. Informatics, 2018)

Intelligent Decision Support Systems - A Journey to Smarter Healthcare - Smaranda Belciug; Florin Gorunescu (Springer, 2020)