From Cold Start to Active Learning: Embedding-Based Scan Selection for Medical Image Segmentation

Devon Levy, Bar Assayag, Laura Gaspar +2

Accurate segmentation annotations are critical for disease monitoring, yet manual labeling remains a major bottleneck due to the time and expertise required. Active learning (AL) a…