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ORCIDSmaranda Belciug
Person information
- affiliation: University of Craiova, Romania
- affiliation (PhD 2010): University of Pitesti, Romania
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2020 – today
- 2024
[j17]Smaranda Belciug, Florin Gheorghe Filip, Mihai Florin Filip:
Decision-Making in Healthcare Resources Optimal Management: the Case of Inpatient Bed Occupancy and Associated Costs. Comput. Sci. J. Moldova 32(2): 155-174 (2024)- [j16]Smaranda Belciug:
Autonomous fetal morphology scan: deep learning + clustering merger - the second pair of eyes behind the doctor. BMC Medical Informatics Decis. Mak. 24(1): 102 (2024) - 2023
- [b2]Smaranda Belciug
, Dominic Gabriel Iliescu:
Pregnancy with Artificial Intelligence - A 9.5 Months Journey From Preconception to Birth. Intelligent Systems Reference Library 234, Springer 2023, ISBN 978-3-031-18153-5, pp. 1-192 - [j15]Smaranda Belciug:
Artificial Intelligence and the second trimester of pregnancy: A literature survey. Intell. Decis. Technol. 17(1): 263-271 (2023) - [j14]Smaranda Belciug, Dominic Gabriel Iliescu:
Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation. J. Biomed. Informatics 143: 104402 (2023) - [c7]Andrei Nascu, Smaranda Belciug, Anca-Maria Istrate-Ofiteru, Dominic Gabriel Iliescu:
Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes. CD-MAKE 2023: 227-238 - [c6]Smaranda Belciug, Renato Constantin Ivanescu, Andrei Nascu, Mircea-Sebastian Serbanescu, Cristina Comanescu, Dominic Gabriel Iliescu:
Knowledge-based statistical data analysis for deep learning and voting classifiers merger. KES 2023: 4206-4213 - 2022
- [j13]Renato Constantin Ivanescu, Smaranda Belciug, Andrei Nascu, Mircea-Sebastian Serbanescu, Dominic Gabriel Iliescu:
Evolutionary Computation Paradigm to Determine Deep Neural Networks Architectures. Int. J. Comput. Commun. Control 17(5) (2022) - [c5]Smaranda Belciug, Renato Constantin Ivanescu, Sebastian-Doru Popa, Dominic Gabriel Iliescu:
Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study. ITQM 2022: 18-25 - [p2]Smaranda Belciug:
Artificial Neural Networks for Precision Medicine in Cancer Detection. Advances in Selected Artificial Intelligence Areas 2022: 255-267 - 2021
- [j12]Smaranda Belciug:
Parallel versus cascaded logistic regression trained single-hidden feedforward neural network for medical data. Expert Syst. Appl. 170: 114538 (2021) - 2020
- [b1]Smaranda Belciug, Florin Gorunescu:
Intelligent Decision Support Systems - A Journey to Smarter Healthcare. Intelligent Systems Reference Library 157, Springer 2020, ISBN 978-3-030-14353-4, pp. 1-266 - [j11]Smaranda Belciug:
Logistic regression paradigm for training a single-hidden layer feedforward neural network. Application to gene expression datasets for cancer research. J. Biomed. Informatics 102: 103373 (2020)
2010 – 2019
- 2018
- [j10]Smaranda Belciug, Florin Gorunescu:
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 83: 159-166 (2018) - 2016
- [j9]Smaranda Belciug, Florin Gorunescu:
A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine 68: 59-69 (2016) - [j8]Florin Gorunescu, Smaranda Belciug:
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics 63: 74-81 (2016) - [p1]Smaranda Belciug:
Machine Learning Solutions in Computer-Aided Medical Diagnosis. Machine Learning for Health Informatics 2016: 289-302 - 2015
- [j7]Smaranda Belciug, Florin Gorunescu:
Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics 53: 261-269 (2015) - 2014
- [j6]Florin Gorunescu, Smaranda Belciug:
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics 49: 112-118 (2014) - [j5]Smaranda Belciug, Florin Gorunescu:
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics 52: 329-337 (2014) - 2013
- [j4]Smaranda Belciug, Florin Gorunescu:
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. 30(3): 243-254 (2013) - 2012
- [j3]Florin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea:
Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network. Expert Syst. Appl. 39(17): 12824-12832 (2012) - 2011
- [j2]Florin Gorunescu, Marina Gorunescu, Adrian Saftoiu, Peter Vilmann, Smaranda Belciug:
Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection. Expert Syst. J. Knowl. Eng. 28(1): 33-48 (2011) - 2010
- [j1]Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu:
A statistical framework for evaluating neural networks to predict recurrent events in breast cancer. Int. J. Gen. Syst. 39(5): 471-488 (2010) - [c4]Florin Gorunescu, Smaranda Belciug, Elia El-Darzi, Marina Gorunescu:
Patient grouping optimization using a hybrid self-organizing map and Gaussian mixture model for length of stay-based clustering system. IEEE Conf. of Intelligent Systems 2010: 173-178 - [c3]Smaranda Belciug, Elia El-Darzi:
A partially connected neural network-based approach with application to breast cancer detection and recurrence. IEEE Conf. of Intelligent Systems 2010: 191-196 - [c2]Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu:
Clustering-based approach for detecting breast cancer recurrence. ISDA 2010: 533-538
2000 – 2009
- 2005
- [c1]Florin Gorunescu, Marina Gorunescu, Elia El-Darzi, Smaranda Gorunescu:
An Evolutionary Computational Approach to Probabilistic Neural Network with Application to Hepatic Cancer Diagnosis. CBMS 2005: 461-466
Coauthor Index
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