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GestaltMML improves rare disease diagnosis accuracy

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The arXiv:2312.15320GestaltMML paper was revised on July 6, 2026 and describes a Transformer-based multimodal model for rare genetic disease diagnosis. It combines frontal facial images, demographics and clinical text or HPO terms, and the authors report evaluations across 528 GestaltMatcher Database diseases plus several syndrome-specific cohorts. For practitioners, the important signal is that multimodal fusion…