T/CPMA 001-2018 Large-scale cohort study data processing technical specifications
T/CPMA 001-2018 Large-scale cohort study data processing technical specifications
Basic Information
Scope
Main technical content: 1. Data standardization technology: Combining data utilization requirements, the data is standardized according to the requirements of relevant industries, and the basic requirements and norms for data standardization are proposed. 2. Data cleaning and quality control technology: Combining multi-source data from large natural population cohorts (including on-site survey data, long-term follow-up monitoring data, omics data, etc.), targeted data cleaning standards are developed, and specific requirements for data quality control are proposed. 3. Data integration technology: Based on the characteristics of the data, multi-source and heterogeneous data are unified and integrated to facilitate data mining and analysis.