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MLLMs can be effectively guided to enhance diagnostic accuracy in breast ultrasound by leveraging expert feedback, reducing hallucinations and improving interpretability.
Video-LLMs can achieve more reliable reasoning by first constructing a compact, structured representation of salient events and their causal relationships.