AI RESEARCH
Unified Ultrasound Intelligence Toward an End-to-End Agentic System
arXiv CS.CV
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ArXi:2604.16914v1 Announce Type: new Clinical ultrasound analysis demands models that generalize across heterogeneous organs, views, and devices, while ing interpretable workflow-level analysis. Existing methods often rely on task-wise adaptation, and joint learning may be unstable due to cross-task interference, making it hard to deliver workflow-level outputs in practice. To address these challenges, we present USTri, a tri-stage ultrasound intelligence pipeline for unified multi-organ, multi-task analysis.