Segment any tumour: an uncertainty-aware vision foundation model for whole-body analysis

Researchers developed SAT3D, a lightweight 3D vision foundation model that segments tumors across various medical imaging modalities and anatomies. It uses uncertainty-aware training and confidence maps to improve boundary detection, showing strong generalization on 11 datasets.