大数据
元数据
计算机科学
数据库
数据共享
乳腺癌
数据质量
数据科学
数据挖掘
癌症
医学
万维网
工程类
公制(单位)
运营管理
替代医学
病理
内科学
作者
Jun Yin,Junren Wang,Jingwen Jiang,Yajing Sun,Xi Chen,Ke Qin
标识
DOI:10.3389/fpubh.2021.712827
摘要
Relying on the Biomedical Big Data Center of West China Hospital, this paper makes an in-depth research on the construction method and application of breast cancer-specific database system based on full data lifecycle, including the establishment of data standards, data fusion and governance, multi-modal knowledge graph, data security sharing and value application of breast cancer-specific database. The research was developed by establishing the breast cancer master data and metadata standards, then collecting, mapping and governing the structured and unstructured clinical data, and parsing and processing the electronic medical records with NLP natural language processing method or other applicable methods, as well as constructing the breast cancer-specific database system to support the application of data in clinical practices, scientific research, and teaching in hospitals, giving full play to the value of medical big data of the Biomedical Big Data Center of West China Hospital.
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