2 papers
eess.IV2026
Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation
Rémi Hattat, Marine Beaumont, Charline Bertholdt +3
Deep learning for 3D medical image segmentation requires extensive manual annotations, a major bottleneck in volumetric medical imaging. Active learning aims to reduce this burden…
eess.IV2025
Anatomically Guided Motion Correction for Placental IVIM Parameter Estimation with Accelerated Sampling Method
Mbaimou Auxence Ngremmadji, Freddy Odille, Charline Bertholdt +3
Intravoxel incoherent motion (IVIM) is a diffusion-weighted magnetic resonance imaging (MRI) method that may be applied to the placenta to help diagnose abnormal pregnancies. IVIM…