Smaranda Belciug

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 14

Top Topics

Evolutionary Strategy

Top Venues

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

Artif. Intell. Medicine

Publications

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) (2024)
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) (2024)
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 (2023)
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)
Smaranda Belciug
Artificial Intelligence and the second trimester of pregnancy: A literature survey. Intell. Decis. Technol. 17 (1) (2023)
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)
Smaranda Belciug, Renato Constantin Ivanescu, Sebastian-Doru Popa, Dominic Gabriel Iliescu
Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study. ITQM (2022)
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)
Smaranda Belciug
Parallel versus cascaded logistic regression trained single-hidden feedforward neural network for medical data. Expert Syst. Appl. 170 (2021)
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 (2020)
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 (2018)
Florin Gorunescu, Smaranda Belciug
Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics 63 (2016)
Smaranda Belciug, Florin Gorunescu
A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine 68 (2016)
Smaranda Belciug, Florin Gorunescu
Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics 53 (2015)
Smaranda Belciug, Florin Gorunescu
Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics 52 (2014)
Florin Gorunescu, Smaranda Belciug
Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics 49 (2014)
Smaranda Belciug, Florin Gorunescu
A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. 30 (3) (2013)
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) (2012)
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) (2011)
Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu
Clustering-based approach for detecting breast cancer recurrence. ISDA (2010)
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)
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)