Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data

V Zalevskyi, T Sanchez, M Roulet… - … Conference on Medical …, 2024 - Springer
Segmentation of fetal brain tissue from magnetic resonance imaging (MRI) plays a crucial
role in the study of in utero neurodevelopment. However, automated tools face substantial …

Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning

V Zalevskyi, T Sanchez, M Roulet, H Lajous… - arXiv preprint arXiv …, 2024 - arxiv.org
Fetal brain tissue segmentation in magnetic resonance imaging (MRI) is a crucial tool that
supports the understanding of neurodevelopment, yet it faces challenges due to the …