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Smaranda Belciug · SciRah

Researcher profile · Semantic Scholar

Smaranda Belciug

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Smaranda Belciug — researcher profile on SciRah

h-index: 18
Works: 75
Citations: 856

Most-cited papers

Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation
Smaranda Belciug, F. Gorunescu
2015Journal of Biomedical Informatics94 citations Open access
Semantic Scholar
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization
F. Gorunescu, Smaranda Belciug
2014Journal of Biomedical Informatics53 citations Open access
Semantic Scholar
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence
Smaranda Belciug, F. Gorunescu
2013Expert Syst. J. Knowl. Eng.52 citations
Semantic Scholar
Clustering-based approach for detecting breast cancer recurrence
Smaranda Belciug, A. Salem, F. Gorunescu, Marina Gorunescu
2010International Conference on Intelligent Systems Design and Applications50 citations
Semantic Scholar
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis
Smaranda Belciug, F. Gorunescu
2014Journal of Biomedical Informatics44 citations Open access
Semantic Scholar
Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network
F. Gorunescu, Smaranda Belciug, Marina Gorunescu, R. Badea
2012Expert systems with applications42 citations
Semantic Scholar
Real-time sono-elastography in the diagnosis of diffuse liver diseases.
D. Gheonea, A. Saftoiu, T. Ciurea, F. Gorunescu +5 more
2010World Journal of Gastroenterology41 citations Open access
Semantic Scholar
Variable selection in Logistic regression model with genetic algorithm.
Wentao Bao, V. Treviño, S. S. Hoseini, Smaranda Belciug +5 more
2018Annals of Translational Medicine38 citations Open access
Semantic Scholar
Learning deep neural networks' architectures using differential evolution. Case study: Medical imaging processing
Smaranda Belciug
2022Computers in Biology and Medicine33 citations Open access
Semantic Scholar
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis
F. Gorunescu, Smaranda Belciug
2016Journal of Biomedical Informatics32 citations Open access
Semantic Scholar
Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection
F. Gorunescu, Marina Gorunescu, A. Saftoiu, P. Vilmann +1 more
2011Expert Syst. J. Knowl. Eng.32 citations
Semantic Scholar
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, F. Gorunescu
2018Journal of Biomedical Informatics31 citations Open access
Semantic Scholar
Patients length of stay grouping using the hierarchical clustering algorithm
Smaranda Belciug
200927 citations
Semantic Scholar
Logistic regression paradigm for training a single-hidden layer feedforward neural network. Application to gene expression datasets for cancer research
Smaranda Belciug
2019Journal of Biomedical Informatics26 citations Open access
Semantic Scholar
A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs
Smaranda Belciug, F. Gorunescu
2016Artif. Intell. Medicine25 citations
Semantic Scholar
Intelligent Decision Support Systems - A Journey to Smarter Healthcare
Smaranda Belciug, F. Gorunescu
2020Intelligent Systems Reference Library24 citations Open access
Semantic Scholar
Automated Gleason grading of prostate cancer using transfer learning from general-purpose deep-learning networks
M. Șerbănescu, N. C. Manea, Liliana Streba, Smaranda Belciug +4 more
2020Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie20 citations Open access
Semantic Scholar
Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation
Smaranda Belciug, D. Iliescu
2023Journal of Biomedical Informatics18 citations Open access
Semantic Scholar
A partially connected neural network-based approach with application to breast cancer detection and recurrence
Smaranda Belciug, E. El-Darzi
20102010 5th IEEE International Conference Intelligent Systems17 citations
Semantic Scholar
Parallel versus cascaded logistic regression trained single-hidden feedforward neural network for medical data
Smaranda Belciug
2021Expert systems with applications11 citations
Semantic Scholar
How Can Intelligent Decision Support Systems Help the Medical Research?
Smaranda Belciug, F. Gorunescu
2019Intelligent Systems Reference Library11 citations
Semantic Scholar
Era of Intelligent Systems in Healthcare
Smaranda Belciug, F. Gorunescu
2019Intelligent Decision Support Systems—A Journey to Smarter Healthcare11 citations Open access
Semantic Scholar
Assessing performances of unsupervised and supervised neural networks in breast cancer detection
Smaranda Belciug, F. Gorunescu, Marina Gorunescu, A. Salem
2010GI-Fachtagung Informatik und Schule11 citations
Semantic Scholar
An Artificial Immune System Approach for a Multi-compartment Queuing Model for Improving Medical Resources and Inpatient Bed Occupancy in Pandemics
Smaranda Belciug, S. Bejinariu, H. Costin
2020Advances in Electrical and Computer Engineering9 citations Open access
Semantic Scholar
A Brief History of Intelligent Decision Support Systems
Smaranda Belciug, F. Gorunescu
2019Intelligent Systems Reference Library9 citations
Semantic Scholar
Features selection approach for non-invasive evaluation of liver fibrosis
Smaranda Belciug, M. Lupşor, R. Badea
20088 citations
Semantic Scholar
Pattern Recognition and Anomaly Detection in fetal morphology using Deep Learning and Statistical learning (PARADISE): protocol for the development of an intelligent decision support system using fetal morphology ultrasound scan to detect fetal congenital anomaly detection
Smaranda Belciug, R. Ivanescu, M. Șerbănescu, Florin Ispas +4 more
2024BMJ Open7 citations Open access
Semantic Scholar
Autonomous fetal morphology scan: deep learning + clustering merger – the second pair of eyes behind the doctor
Smaranda Belciug
2024BMC Medical Informatics and Decision Making6 citations Open access
Semantic Scholar
Genetic Algorithms for Breast Cancer Diagnostics
F. Gorunescu, Smaranda Belciug
2019Encyclopedia of Biomedical Engineering6 citations
Semantic Scholar
A two stage decision model for breast cancer detection
Smaranda Belciug
20106 citations
Semantic Scholar
Evolutionary Computation Paradigm to Determine Deep Neural Networks Architectures
R. Ivanescu, Smaranda Belciug, Andrei Nascu, M. Șerbănescu +1 more
2022International Journal of Computers Communications & Control5 citations Open access
Semantic Scholar
Patient grouping optimization using a hybrid self-organizing map and Gaussian mixture model for length of stay-based clustering system
F. Gorunescu, E. El-Darzi, Smaranda Belciug, Marina Gorunescu
20102010 5th IEEE International Conference Intelligent Systems5 citations
Semantic Scholar
Data Mining-Based Intelligent Decision Support Systems
Smaranda Belciug, F. Gorunescu
2019Intelligent Systems Reference Library4 citations
Semantic Scholar
Intelligent Decision Support Systems in Automated Medical Diagnosis
F. Gorunescu, Smaranda Belciug
20184 citations
Semantic Scholar
Business Intelligence: Statistics in predicting stock market
Smaranda Belciug, Adrian Sandita
20174 citations
Semantic Scholar
Machine Learning Solutions in Computer-Aided Medical Diagnosis
Smaranda Belciug
2016Machine Learning for Health Informatics4 citations
Semantic Scholar
A multi-layer based procedure for detecting liver fibrosis
Smaranda Belciug, M. Lupşor
20094 citations
Semantic Scholar
Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study.
Smaranda Belciug, R. Ivanescu, S. Popa, D. Iliescu
2022International Conference on Information Technology and Quantitative Management3 citations Open access
Semantic Scholar
Competitive / Collaborative Statistical Learning Framework for Forecasting Intraday Stock Market Prices: A Case Study
Smaranda Belciug, Adrian Sandita, H. Costin, S. Bejinariu +1 more
2021Studies in Informatics and Control3 citations Open access
Semantic Scholar
Pathologist at work
Smaranda Belciug
20203 citations
Semantic Scholar
Can Generative AI be used to improve doctor/patient relationship?
Florin Ispas, Smaranda Belciug, R. Nagy, D. Iliescu
2024International Conference on Knowledge-Based Intelligent Information & Engineering Systems2 citations Open access
Semantic Scholar
Decision-Making in Healthcare Resources Optimal Management: the Case of Inpatient Bed Occupancy and Associated Costs
Smaranda Belciug, F. Filip, M. Filip
2024Comput. Sci. J. Moldova2 citations Open access
Semantic Scholar
Pregnancy with Artificial Intelligence: A 9.5 Months Journey From Preconception to Birth
Smaranda Belciug, D. Iliescu
2023Pregnancy with Artificial Intelligence2 citations
Semantic Scholar
Sonographic Evaluation of the Mechanism of Active Labor (SonoLabor Study): observational study protocol regarding the implementation of the sonopartogram
L. Dȋră, Ș. Tudorache, P. Antsaklis, Georgios Daskalakis +12 more
2021BMJ Open2 citations Open access
Semantic Scholar
A Bayesian framework for extreme learning machine with application for automated cancer detection
Smaranda Belciug, R. Ivanescu
20192 citations
Semantic Scholar
Intelligent Systems and the Healthcare Revolution
Smaranda Belciug, F. Gorunescu
2019Intelligent Systems Reference Library2 citations
Semantic Scholar
Improving Extreme Learning Machine Performance using Ant Colony Optimization Feature Selection. Application to automated medical diagnosis
Robert W. Berglund, Smaranda Belciug
20182 citations
Semantic Scholar
Endoscopic Ultrasound Elastography in the Diagnosis of Pancreatic Cancer
A. Saftoiu, P. Vilmann, F. Gorunescu, D. Gheonea +2 more
20102 citations
Semantic Scholar
Knowledge-based statistical data analysis for deep learning and voting classifiers merger
Smaranda Belciug, R. Ivanescu, Andrei Nascu, M. Șerbănescu +2 more
2023International Conference on Knowledge-Based Intelligent Information & Engineering Systems1 citations Open access
Semantic Scholar
A Statistical Analysis Handbook for Validating Artificial Intelligence Techniques Applied in Healthcare
Smaranda Belciug
2021Handbook of Artificial Intelligence in Healthcare1 citations
Semantic Scholar

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