Automatic batch statistical analysis method and device based on real world research platform data

The invention provides an automatic batch statistical analysis method and device based on real-world research platform data, which can be directly connected with the real-world research platform data, select a proper machine learning algorithm, and perform automatic analysis according to user requir...

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Hauptverfasser: TANG PEIFU, LIU WANHENG, LI JIANTAO, MA XUEQI, MOU YUSHEN, ZHANG HAO, LIU YING, ZHAO ZIXIN, WANG MENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides an automatic batch statistical analysis method and device based on real-world research platform data, which can be directly connected with the real-world research platform data, select a proper machine learning algorithm, and perform automatic analysis according to user requirements and selected connection data. Automatic batch data analysis is directly carried out on data of a real world research platform, and the workload and learning cost of researchers are reduced; compared with traditional third-party data analysis software, the method has the advantages that a real-world research platform is directly and internally connected for data analysis, the data outflow risk is reduced, and meanwhile, a user can directly obtain an analysis result without downloading a data set. 本发明提供了一种基于真实世界研究平台数据的自动化批量统计分析方法及装置,可以直接对接真实世界研究平台的数据,选择合适的机器学习算法,根据用户的需求和选择对接数据进行自动化分析;直接对真实世界研究平台的数据进行自动化批量数据分析,减少研究人员工作量及学习成本;相对于使用传统第三方数据分析软件,直接内部对接真实世界研究平台进行数据分析减少数据的流出风险,同时使用者无需下载数据集直接得到分析结果。