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基于语言模型的患者嵌入使用电子健康记录促进表型,疾病预测和进展分析

Su Xian1, Monika E Grabowska2, Iftikhar J Kullo3

  • 1Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA.

Research square
|October 14, 2024
PubMed
概括

本研究引入了使用电子健康记录 (EHR) 和变压器模型的无监督患者嵌入方法. 它有效地描述了患者的异质性,并预测了未来的疾病事件,推进了个性化医疗.

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