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

no code implementations • 22 Mar 2024 • Vladyslav Zalevskyi, Thomas Sanchez, Margaux Roulet, Jordina Aviles Verddera, Jana Hutter, Hamza Kebiri, Meritxell Bach Cuadra

Segmentation of fetal brain tissue from magnetic resonance imaging (MRI) plays a crucial role in the study of in utero neurodevelopment.

SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation

1 code implementation • 22 Mar 2024 • Vladyslav Zalevskyi, Kristoffer Hougaard Madsen

Identifying risk markers early is crucial for understanding disease progression and enabling preventive measures.

Multi-Task Learning Synthetic Data Generation