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MedTrinity‑25M is a large‑scale multimodal medical dataset with multigranular annotations. It extracts key information from collected data, integrates metadata to generate coarse descriptions, locates regions of interest, and gathers medical knowledge, then prompts large language models to generate fine‑grained descriptions.