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Taxonomy-based prompt engineering to generate synthetic drug-related patient portal messages.

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第一作者： Natalie,Wang

第一单位： Department of Computer Science, Johns Hopkins University, Baltimore, 21218, MD, USA; Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA. Electronic address: nwang42@jhu.edu.

作者： Natalie,Wang ^[1] ; Sukrit,Treewaree ^[2] ; Ayah,Zirikly ^[3] ; Yuzhi L,Lu ^[4] ; Michelle H,Nguyen ^[4] ; Bhavik,Agarwal ^[5] ; Jash,Shah ^[5] ; James Michael,Stevenson ^[6] ; Casey Overby,Taylor ^[7]

作者单位： Department of Computer Science, Johns Hopkins University, Baltimore, 21218, MD, USA; Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA. Electronic address: nwang42@jhu.edu. ^[1] Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, 21218, MD, USA; Department of Medicine, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand. ^[2] Center for Language and Speech Processing, Johns Hopkins University, Baltimore, 21218, MD, USA; Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, MD, USA. ^[3] Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, 21218, MD, USA. ^[4] Department of Computer Science, Johns Hopkins University, Baltimore, 21218, MD, USA; Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA. ^[5] Division of Clinical Pharmacology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, 21205, MD, USA; Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, 21205, MD, USA. ^[6] Institute for Computational Medicine, Johns Hopkins University, Baltimore, 21218, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, 21218, MD, USA; Division of General Internal Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, 21205, MD, USA. ^[7]

关键词 Biomedical informatics ChatGPT Large language models Natural language processing Patient portal messages Synthetic data

医学主题词人类(Humans);电子健康病历(Electronic Health Records);语言(Language);语言学(Linguistics)

DOI 10.1016/j.jbi.2024.104752

PMID 39603549

发布时间 2026-03-07

基金项目

R35 HG010714/HG/NHGRI NIH HHS/United States

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准确一般字义偏差语意偏离译文作用小提交