RAVEN Foundation Model

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A large language model pretrained on sequential electronic health record (EHR) data using a recurrence-aware next-visit prediction objective.

Why It Matters

RAVEN is the named foundation model at the center of this work, trained on large-scale clinical records.

Evidence

We present RAVEN, a novel generative pretraining strategy for sequential EHR data based on Recurrence-Aware next-Visit EveNt prediction.

Related Papers

• openalex-2603.24562-scaling-recurrence-aware-foundation-models-for-clinical-reco