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Clinician-interactive AI can boost diagnostic accuracy and consistency in thyroid ultrasound reporting while reducing time spent on segmentation and reporting tasks.
LLMs alone can't reliably retrieve actionable data from the web, with agents relying on semantic metadata achieving 65% higher precision in finding FAIR-compliant datasets.