Journal
FRONTIERS IN PUBLIC HEALTH
Volume 9, Issue -, Pages -Publisher
FRONTIERS MEDIA SA
DOI: 10.3389/fpubh.2021.712827
Keywords
breast cancer; disease-specific database; metadata; data governance; data security sharing; knowledge graph
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Funding
- Science and Technology Department of Sichuan Province [2020YFG0034]
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This paper conducts an in-depth research on the construction method and application of breast cancer-specific database system based on full data lifecycle, aiming to support the application of data in clinical practices, scientific research, and teaching, and fully tap the value of medical big data.
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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