USTri is a tri-stage ultrasound system that trains a generalist model, fine-tunes specialists while frozen, and deploys an agent for workflow orchestration, claiming top performance across 4 task types and 27 datasets.
On the chal- lenges and perspectives of foundation models for med- ical image analysis,
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Unified Ultrasound Intelligence Toward an End-to-End Agentic System
USTri is a tri-stage ultrasound system that trains a generalist model, fine-tunes specialists while frozen, and deploys an agent for workflow orchestration, claiming top performance across 4 task types and 27 datasets.