Juntao Wei

Foundation Models for Medical Image Segmentation: Technical Progress, Clinical Translation, and Governance Challenges

Current evidence suggests that foundation models are most promising when they are deployed as interactive, auditable components within human-in-the-loop workflows, where they can reduce annotation burden, support rapid draft segmentation, and improve consistency across large imaging studies.