Publications

Smaranda Belciug

Learning deep neural networks’ architectures using differential evolution. Case study: medical imaging processing

Computers in Biology and Medicine, l, 105623

DOI: 10.1016/j.compbiomed.2022.105623

Renato Constantin Ivanescu

A statistical evaluation of the preprocessing medical images impact on a deep learning network’s performance

Annals of the University of Craiova Mathematics and Computer Science Series

Smaranda Belciug, Renato Constantin Ivanescu, Sebastian-Doru Popa, Dominic Gabriel Iliescu

Doctor/Data scientist/Artificial Intelligence communication model. Case study.

The International Conference on Information Technology and Quantitative Management (ITQM)

DOI: 10.1016/j.procs.2022.11.143

Renato Constantin Ivanescu, Smaranda Belciug, Andrei Nascu, Mircea-Sebastian Serbanescu, Dominic Gabriel Iliescu

Evolutionary computation paradigm to determine deep neural networks architectures

International Journal of Computers, Communications and Control

Dominic Gabriel Iliescu, Smaranda Belciug, Renato Constantin Ivanescu, Roxana Cristina Dragusin, Monica Laura Cara, Laurentiu Dira

Prediction of labor outcome pilot study: evaluation of primiparous women at term

American Journal of Obstetrics & Gynecology MFM

Renato Constantin Ivanescu, Nagy Rodica, Anca Istrate Ofiteru, Cristina Comanescu, Alexandru Manda

Parrallel vs. Distributed Edge Detection for Large Medical Image datasets

The 10th IEEE International Conference on E-health and Bioengineering -EHB 2022, Iasi

Smaranda Belciug

Artificial Intelligence and the second trimester of pregnancy: A literature survey

Intelligen Decision Technologies, 1-9

DOI: 10.3233/IDT-230077

Smaranda Belciug, Dominic Gabriel Iliescu

Deep Learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation

Journal of Biomedical Informatics

DOI: https://doi.org/10.1016/j.jbi.2023.104402

Smaranda Belciug, Rodica Nagy, Sebastian Doru Popa, Andrei Gabriel Nascu, Dominic Gabriel Iliescu

Designing deep learning architectures with neuroevolution. Study case: fetal morphology scan

International Conference Kes-InMed-2023

DOI: https://doi.org/10.1007/978-981-99-3311-2_23

Smaranda Belciug, Renato Constantin Ivanescu, Mircea Sebastian Serbanescu, Dominic Gabriel Iliescu, Cristina Comanescu, Andrei Nascu

Knowledge-based statistical data analysis for deep learning and voting classifiers merger

27th International Conference on Knowledge Based and Intelligent Informatoon and Engineering Systems, Athena

Smaranda Belciug

Does Peer Pressure Have The Same Effect On Intelligent Decision Support System As It Does On Human Decision Systems? Case Study: Fetal Ultrasound Movies

Procedia Computer Science, 221, 1-8

DOI: https://doi.org/10.1016/j.procs.2023.07.001

Smaranda Belciug, Dominic Gabriel Iliescu

Belciug, S., Iliescu, D.G. (2023). Artificial Intelligence in Obstetrics. In: Kwaśnicka, H., Jain, N., Markowska-Kaczmar, U., Lim, C.P., Jain, L.C. (eds) Advances in Smart Healthcare Paradigms and Applications. Intelligent Systems Reference Library, vol 244. Springer, Cham. https://doi.org/10.1007/978-3-031-37306-0_7

Book Chapter Springer

DOI: https://doi.org/10.1007/978-3-031-37306-0_7