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使用机器学习优化患者记录链接在主患者指数中的优化:算法开发和验证

Walter Nelson1,2, Nityan Khanna1, Mohamed Ibrahim1

  • 1Centre for Data Science and Digital Health, Hamilton Health Sciences, Hamilton, ON, Canada.

JMIR formative research
|June 29, 2023
PubMed
概括

本研究介绍了一种机器学习工具,该工具可以自动优化患者记录匹配算法,用于主要患者指数 (MPI) 软件. 该工具显著提高了跨不同医疗保健系统链接患者数据的准确性.

关键词:
贝叶斯优化是贝叶斯的优化.费布尔尔 (Febrl) 是一个著名的艺术家.计算机化的计算机化.数据链接数据链接电子健康记录是电子健康记录.医疗保健系统 医疗保健系统机器学习是机器学习.总体指数的主指数主体患者指数.匹配算法对应的算法医疗记录链接 医疗记录链接医疗记录系统 医疗记录系统开源软件是开源软件.飞行员 飞行员 飞行员 飞行员 飞行员护理的质量 护理质量记录链接 记录链接

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