Article

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations

2026-03-19

Abstract excerpt

<title>Abstract</title> <p>Operational decisions governing patient flow, cost, and quality of care demand specialized predictive models, yet most clinical NLP efforts focus on medical knowledge benchmarks. We introduce Lang1, a family of language models (100M-7B parameters) pretrained on 80 billion clinical tokens from NYU Langone Health electronic health records blended with 627 billion internet tokens. We evalu...

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Literature Corpus work: 8582cc1c-6379-546b-8cfc-ec1f2d0edbf5
DOI: 10.21203/rs.3.rs-9078142/v1

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