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2024-02-29 08:32:55

This https://arxiv.org/abs/2402.17493 has been replaced.
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Prescribing Large Language Models for Perioperative Care: What's The Right Dose for Pre-trained Models?
Postoperative risk predictions can inform effective perioperative care management and planning. We aimed to assess whether clinical large language models (LLMs) can predict postoperative risks using clinical texts with various training strategies. The main cohort involved 84,875 records from Barnes Jewish Hospital (BJH) system between 2018 and 2021. Methods were replicated on Beth Israel Deaconess's MIMIC dataset. Both studies had mean duration of follow-up based on the length of postoperative …