Cancer pain is increasingly recognized as an active output of tumor-nerve-immune biology rather than a passive consequence of tissue damage. Tumor-derived algogens, neurotrophic factors, stress signals and immune mediators can sensitize nociceptors, facilitate perineural invasion, remodel myeloid and lymphoid compartme...
Large language models (LLMs) have demonstrated strong capabilities across diverse domains, showing considerable potential in medicine. However, their application in medical settings remains limited by the scarcity of visual question answering (VQA) datasets that capture clinical reasoning and explicit image-text alignm...
Ling-Xuan Hou, Yu-Hua Xie, Yue Hu et al.· 0 citations
A FOundational LLM Trained on ThoughtMed-1M (FOLTMed), a scalable paradigm for advancing research on clinically grounded multimodal LLMs, achieved state-of-the-art performance across 42 medical VQA benchmark datasets, with a macro accuracy of 85.4%, and generated more clinically coherent responses on the ThoughtMed-1M...
Ling-Xuan Hou, Yu-Hua Xie, Yue Hu et al.· 0 citations
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