Apollo builds unified multimodal temporal patient embeddings from 25 billion records across 28 modalities and demonstrates forecasting on 322 prognosis and retrieval tasks including 5-year disease onset prediction.
E.et al.Burden of serious harms from diagnostic error in the USA.BMJ Quality & Safety33, 109–120 (2024)
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A multimodal and temporal foundation model for virtual patient representations at healthcare system scale
Apollo builds unified multimodal temporal patient embeddings from 25 billion records across 28 modalities and demonstrates forecasting on 322 prognosis and retrieval tasks including 5-year disease onset prediction.