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Research on the Construction and Application of Breast Cancer-Specific Database System Based on Full Data Lifecycle
- Source :
- Frontiers in Public Health, Frontiers in Public Health, Vol 9 (2021)
- Publication Year :
- 2021
-
Abstract
- 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.
- Subjects :
- China
Databases, Factual
Computer science
data security sharing
Big data
Master data
Data security
Breast Neoplasms
02 engineering and technology
computer.software_genre
Data governance
03 medical and health sciences
Breast cancer
breast cancer
disease-specific database
0202 electrical engineering, electronic engineering, information engineering
medicine
Electronic Health Records
Humans
030304 developmental biology
Natural Language Processing
Original Research
0303 health sciences
Parsing
Database
business.industry
metadata
Public Health, Environmental and Occupational Health
Sensor fusion
medicine.disease
Metadata
ComputingMethodologies_PATTERNRECOGNITION
knowledge graph
020201 artificial intelligence & image processing
Female
Public Health
Public aspects of medicine
RA1-1270
business
computer
data governance
Subjects
Details
- ISSN :
- 22962565
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Frontiers in public health
- Accession number :
- edsair.doi.dedup.....5da6182c5171d7101197f1e734042dab