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Updated: Jul 5, 2025

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基准测试基于变压器的模型,用于在临床记录中识别健康的社会决定因素

Xiaoyu Wang1, Dipankar Gupta2, Michael Killian3

  • 1Department of Statistics Florida State University Tallahassee, FL, USA.

Proceedings. IEEE International Conference on Healthcare Informatics
|January 19, 2024
PubMed
概括

这项研究对从临床笔记中提取健康的社会决定因素 (SDoH) 的变压器模型进行了基准测试. 生物临床BERT取得了最佳表现,突出了其在医疗保健中改进机器学习模型的潜力.

关键词:
命名实体认可 命名实体认可自然语言处理自然语言处理.健康的社会决定因素

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