Fuji Yang

A MEDICAL MULTIMODAL DIAGNOSTIC FRAMEWORK INTEGRATING VISION-LANGUAGE MODELS AND LOGIC TREE REASONING

With the rapid growth of large language models (LLMs) and vision-language models (VLMs) in medicine, simply integrating clinical text and medical imaging does not guarantee reliable reasoning. Existing multimodal models often produce hallucinations or inconsistent chains of thought, limiting clinica…