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University of Lincoln
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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.
