Remarkably, the text-only DeepSeek-3 model exceeded the diagnostic performance of the multimodal ChatGPT-4o model for complex oral lesions, highlighting its structured reasoning capabilities and reduced hallucination rate. These findings underscore the potential of non-vision LLMs in diagnostic support, emphasizing the critical need for expert oversight in complex scenarios.
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Hassanein et al. (2025) studied this question.
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