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Updated: Jun 16, 2025

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使用EHR分类数据进行临床决策的自我监督代表性学习的范围审查

Zheng Yuanyuan1,2, Bensahla Adel1,2, Bjelogrlic Mina3,4

  • 1Division of Medical Information Sciences, Geneva University Hospitals, Geneva, Switzerland.

NPJ digital medicine
|June 14, 2025
PubMed
概括

自主监督代表学习 (SSRL) 通过未标记的电子健康记录 (EHR) 数据推动了临床决策. 本综述确定了变压器,自动编码器和GNN模型的趋势,突出了医疗机构的机遇.

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