Look-Closer-Then-Diagnose: Confidence-Aware Ultrasound VQA via Active Zooming

Yue Zhou, Erxuan Wu, Yikang Sun +5

Vision-Language Models (VLMs) have significantly advanced medical visual question answering, yet their performance in ultrasound remains suboptimal. In clinical practice, sonograph…