Generative Active Learning Aims to Cut Annotation Costs in Pan-Organ Ultrasound AI
A new arXiv paper proposes generative active learning for label-efficient AI diagnosis of ultrasound across multiple organs, addressing data scarcity and costly expert annotation in medical imaging.
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- 2026-11-10 05:00 · arXiv cs.AI
Generative Active Learning for Label-Efficient Pan-Organ Ultrasound Diagnosis