BriefGPT.xyz
Apr, 2023
电子健康记录中基于高吞吐量机器学习模型的敏感数据检测
Sensitive Data Detection with High-Throughput Machine Learning Models in Electrical Health Records
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Kai Zhang, Xiaoqian Jiang
TL;DR
通过机器学习算法从元数据中识别受保护医疗信息的字段,并在结构化的健康记录数据库中达到99%的精度,从而解决HIPAA规定的隐私保护规定无法高效检测和删除敏感数据的问题。
Abstract
In the era of
big data
, there is an increasing need for
healthcare
providers, communities, and researchers to share data and collaborate to improve health outcomes, generate valuable insights, and advance researc
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