Quality assurance of integrative big data for medical research within a multihospital system

Yi-Chia Lee, Ying-Ting Chao, Pei-Ju Lin,Yen-Yun Yang, Yu-Cih Yang, Cheng-Chieh Chu, Yu-Chun Wang,Chin-Hao Chang,Shu-Lin Chuang,Wei-Chun Chen, Hsing-Jen Sun, Hsin-Cheng Tsou,Cheng-Fu Chou,Wei-Shiung Yang

Journal of the Formosan Medical Association（2022）

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摘要

Significant magnitude of inconsistent data does exist during the transmission of big data from diverse sources. Systematic validation is essential. Comparing the number of data tabulated using the primary keys allow us to rapidly identify and correct these scattered errors.

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关键词

Big data,Electronic health record,Evidence based healthcare management,Validation study

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