Dominic Gabriel Iliescu

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

2023 · 20 Zit. · Journal of Biomedical Informatics

Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound

2021 · 16 Zit. · Lecture notes in computer science

An assessment of the usefulness of image pre-processing for the classification of first trimester fetal heart ultrasound using convolutional neural networks

2021 · 7 Zit.

Artificial Intelligence in Obstetric Anomaly Scan: Heart and Brain

2024 · 7 Zit. · Life

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

2024 · 6 Zit. · BMJ Open

Pregnancy with Artificial Intelligence

2022 · 3 Zit. · Intelligent systems reference library

Correction: Learning deep architectures for the interpretation of first‑trimester fetal echocardiography (LIFE) ‑ a study protocol for developing an automated intelligent decision support system for early fetal echocardiography

2023 · 3 Zit. · BMC Pregnancy and Childbirth

Doctor/Data Scientist/Artificial Intelligence Communication Model. Case Study.

2022 · 3 Zit. · Procedia Computer Science

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

2023 · 2 Zit. · Procedia Computer Science

Can Generative AI be used to improve doctor/patient relationship?

2024 · 2 Zit. · Procedia Computer Science

Designing Deep Learning Architectures with Neuroevolution. Study Case: Fetal Morphology Scan

2023 · 1 Zit. · Smart innovation, systems and technologies

Artificial Intelligence in Obstetrics

2023 · 1 Zit. · Intelligent systems reference library

Probabilistic Framework Based on Deep Learning for Differentiating Ultrasound Movie View Planes

2023 · 1 Zit. · Lecture notes in computer science

Prediction Of Labor Outcome Using Generative Artificial Intelligence

2025 · 0 Zit. · Procedia Computer Science

Medical Image Data Cleansing for Machine Learning: A Must in the Evidence-Based Medicine?

2024 · 0 Zit. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany