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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.
OCP-CT achieves a remarkable 6.7 percentage point improvement in zero-shot abnormality diagnosis, showcasing the power of organ-conditioned pattern tokens in CT understanding.
Organ-hierarchical representation learning boosts zero-shot abnormality diagnosis performance, achieving AUROCs of 84.9 and 72.2 on benchmark datasets.
