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…