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Updated: Jul 17, 2025

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在甲状腺癌中使用自然语言处理预测与健康相关的生活质量变化

Ruixue Lian1,2, Vivian Hsiao1,3, Juwon Hwang4

  • 1University of Wisconsin, Madison, USA.

Intelligence-based medicine
|September 4, 2023
PubMed
概括

这项研究开发了一种使用深度学习的自然语言处理 (NLP) 管道,从采访中预测患者健康相关生活质量 (HRQOL) 轨迹. 带有数据增强的BERT模型实现了76.3%的AUC,表现优于基线方法.

关键词:
人工神经网络的人工神经网络机器学习是机器学习.医疗信息系统 医疗信息系统自然语言处理自然语言处理.

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