Article

Toward Digital Twins in the Intensive Care Unit: A Medication Management Case Study

2024-12-28

Abstract excerpt

<h4>Objective</h4> To evaluate the efficacy of digital twins developed using a large language model (LLaMA-3), fine-tuned with Low-Rank Adapters (LoRA) on ICU physician notes, and to determine whether specialty-specific training enhances treatment recommendation accuracy compared to other ICU specialties or zero-shot baselines. <h4>Materials and Methods</h4> Digital twins were created using LLaMA-3 fine-tuned on...

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Literature Corpus work: 2e92f9c5-7340-5dbf-a892-b121e1e011f2
DOI: 10.1101/2024.12.20.24319170

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