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Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning
However, their performance in healthcare remains under-investigated and potentially limited, due to i) they lack rich domain-specific knowledge and medical reasoning skills; and ii) most state-of-the-art LLMs are unimodal, text-only models that cannot directly process multimodal inputs.
Are All Edges Necessary? A Unified Framework for Graph Purification
Graph Neural Networks (GNNs) as deep learning models working on graph-structure data have achieved advanced performance in many works.
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