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R. Balicer

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#large language models Open access Oct 2026

Decision models can offload structured clinical tasks from large language models

Decision models like Jev read text and return probabilities, categories, or ordinal levels, with confidence scores for the latter two, at a fraction of large language models' (LLMs) cost. We explored how Jev could be integrated into clinical workflows for all these output types: mortality risk estimation, categorical C...

D. Ariel, G. Laban, S. Endelman et al. · 0 citations
Open access Jul 2026

Development of an LLM pipeline exceeding physician-documented cardiovascular risk scores under routine clinical conditions

P Pipelines combining expert-curated knowledge injection, LLM-based clinical data extraction, and deterministic score calculation enable accurate and scalable cardiovascular risk score computation from unstructured real-world clinical data, outperforming physician-documented scores.

T. Roeschl, Marie Hoffmann, A. Unbehaun et al. · 0 citations

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