Smaranda Belciug

29 papers B 3C 2Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Prediction Of Labor Outcome Using Generative Artificial Intelligence. KES Smaranda Belciug, Diana-Lorena Cocilnau, Flavius Vasile, Dominic Gabriel Iliescu
2025	—	`book`	The Hospital Manager's Guide to Artificial Intelligence - Concepts, Methods, and Techniques Smaranda Belciug
2024	J	`jnl`	Autonomous fetal morphology scan: deep learning + clustering merger - the second pair of eyes behind the doctor. BMC Medical Informatics Decis. Mak. Smaranda Belciug
2024	B	`conf`	Can Generative AI be used to improve doctor/patient relationship? KES Florin Ispas, Smaranda Belciug, Rodica Daniela Nagy, Dominic Gabriel Iliescu
2024	J	`jnl`	Decision-Making in Healthcare Resources Optimal Management: the Case of Inpatient Bed Occupancy and Associated Costs. Comput. Sci. J. Moldova Smaranda Belciug, Florin Gheorghe Filip, Mihai Florin Filip
2023	J	`jnl`	Artificial Intelligence and the second trimester of pregnancy: A literature survey. Intell. Decis. Technol. Smaranda Belciug
2023	J	`jnl`	Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation. J. Biomed. Informatics Smaranda Belciug, Dominic Gabriel Iliescu
2023	B	`conf`	Knowledge-based statistical data analysis for deep learning and voting classifiers merger. KES Smaranda Belciug, Renato Constantin Ivanescu, Andrei Nascu, Mircea-Sebastian Serbanescu, Cristina Comanescu, Dominic Gabriel Iliescu
2023	—	`book`	Pregnancy with Artificial Intelligence - A 9.5 Months Journey From Preconception to Birth Pregnancy with Artificial Intelligence Smaranda Belciug, Dominic Gabriel Iliescu
2023	C	`conf`	Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes. CD-MAKE Andrei Nascu, Smaranda Belciug, Anca-Maria Istrate-Ofiteru, Dominic Gabriel Iliescu
2022	—	`ch.`	Artificial Neural Networks for Precision Medicine in Cancer Detection. Advances in Selected Artificial Intelligence Areas Smaranda Belciug
2022	—	`conf`	Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study. ITQM Smaranda Belciug, Renato Constantin Ivanescu, Sebastian-Doru Popa, Dominic Gabriel Iliescu
2022	J	`jnl`	Evolutionary Computation Paradigm to Determine Deep Neural Networks Architectures. Int. J. Comput. Commun. Control Renato Constantin Ivanescu, Smaranda Belciug, Andrei Nascu, Mircea-Sebastian Serbanescu, Dominic Gabriel Iliescu
2021	J	`jnl`	Parallel versus cascaded logistic regression trained single-hidden feedforward neural network for medical data. Expert Syst. Appl. Smaranda Belciug
2020	—	`book`	Intelligent Decision Support Systems - A Journey to Smarter Healthcare Smaranda Belciug, Florin Gorunescu
2020	J	`jnl`	Logistic regression paradigm for training a single-hidden layer feedforward neural network. Application to gene expression datasets for cancer research. J. Biomed. Informatics Smaranda Belciug
2018	J	`jnl`	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 Smaranda Belciug, Florin Gorunescu
2016	J	`jnl`	A hybrid genetic algorithm-queuing multi-compartment model for optimizing inpatient bed occupancy and associated costs. Artif. Intell. Medicine Smaranda Belciug, Florin Gorunescu
2016	J	`jnl`	Boosting backpropagation algorithm by stimulus-sampling: Application in computer-aided medical diagnosis. J. Biomed. Informatics Florin Gorunescu, Smaranda Belciug
2016	—	`ch.`	Machine Learning Solutions in Computer-Aided Medical Diagnosis. Machine Learning for Health Informatics Smaranda Belciug
2015	J	`jnl`	Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Informatics Smaranda Belciug, Florin Gorunescu
2014	J	`jnl`	Error-correction learning for artificial neural networks using the Bayesian paradigm. Application to automated medical diagnosis. J. Biomed. Informatics Smaranda Belciug, Florin Gorunescu
2014	J	`jnl`	Evolutionary strategy to develop learning-based decision systems. Application to breast cancer and liver fibrosis stadialization. J. Biomed. Informatics Florin Gorunescu, Smaranda Belciug
2013	J	`jnl`	A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence. Expert Syst. J. Knowl. Eng. Smaranda Belciug, Florin Gorunescu
2012	J	`jnl`	Intelligent decision-making for liver fibrosis stadialization based on tandem feature selection and evolutionary-driven neural network. Expert Syst. Appl. Florin Gorunescu, Smaranda Belciug, Marina Gorunescu, Radu Badea
2011	J	`jnl`	Competitive/collaborative neural computing system for medical diagnosis in pancreatic cancer detection. Expert Syst. J. Knowl. Eng. Florin Gorunescu, Marina Gorunescu, Adrian Saftoiu, Peter Vilmann, Smaranda Belciug
2010	—	`conf`	A partially connected neural network-based approach with application to breast cancer detection and recurrence. IEEE Conf. of Intelligent Systems Smaranda Belciug, Elia El-Darzi
2010	C	`conf`	Clustering-based approach for detecting breast cancer recurrence. ISDA Smaranda Belciug, Abdel-Badeeh M. Salem, Florin Gorunescu, Marina Gorunescu
2010	—	`conf`	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 Florin Gorunescu, Smaranda Belciug, Elia El-Darzi, Marina Gorunescu