Dominic Gabriel Iliescu

Orcid: 0000-0002-7823-3387

According to our database1, Dominic Gabriel Iliescu authored at least 11 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2023
Pregnancy with Artificial Intelligence - A 9.5 Months Journey From Preconception to Birth
Intelligent Systems Reference Library 234, Springer, ISBN: 978-3-031-18153-5, 2023

Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation.
J. Biomed. Informatics, 2023

Knowledge-based statistical data analysis for deep learning and voting classifiers merger.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes.
Proceedings of the Machine Learning and Knowledge Extraction, 2023

2022
Evolutionary Computation Paradigm to Determine Deep Neural Networks Architectures.
Int. J. Comput. Commun. Control, September, 2022

Developmental Brain Asymmetry. The Good and the Bad Sides.
Symmetry, 2022

Semantic segmentation of fetal heart components in second trimester echocardiography.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, 2022

2021
Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound.
Proceedings of the Advances in Computational Intelligence, 2021

An assessment of the usefulness of image pre-processing for the classification of first trimester fetal heart ultrasound using convolutional neural networks.
Proceedings of the 25th International Conference on System Theory, Control and Computing, 2021

2019
Segmentation of points of interest during fetal cardiac assesment in the first trimester from color Doppler ultrasound.
CoRR, 2019


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