A diffusion model with LLM-guided scoring synthesizes future sMRI features from baseline scans and reports 5-12% better early MCI conversion accuracy than baselines.
Multi-auxiliary domain transfer learning for diagnosis of mci conversion
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Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction
A diffusion model with LLM-guided scoring synthesizes future sMRI features from baseline scans and reports 5-12% better early MCI conversion accuracy than baselines.