Search papers, labs, and topics across Lattice.
University of Nottingham
2
0
4
2
This work proposes FreqDINO++, a frequency-guided multi-task routing vision foundation model for universal ultrasound analysis and demonstrates that FreqDINO++ consistently outperforms strong baselines and recent foundation models across 27 diverse clinical task scenarios, while also showing promising generalization to unseen data.
Uncertainty-aware segmentation can drastically improve performance in medical imaging, with DistMedVL achieving superior results using only 6.3M parameters.
