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Big Data Health Care Platform With Multisource Heterogeneous Data Integration and Massive High-Dimensional Data Governance for Large Hospitals: Design, Development, and Application.

Miye WangSheyu LiTao ZhengNan LiQingke ShiXuejun ZhuoRenxin DingYong Huang
Published in: JMIR medical informatics (2022)
The platform can combine operation systems data from all departments and sections in a hospital to form a massive high-dimensional high-quality health care database that allows electronic medical records to be used effectively and taps into the value of data to fully support clinical services, scientific research, and operations management. The West China Hospital of Sichuan University big data platform can successfully generate multisource heterogeneous data storage and computing power. By effectively governing massive multidimensional data gathered from multiple sources, the West China Hospital of Sichuan University big data platform provides highly available data assets and thus has a high application value in the health care field. The West China Hospital of Sichuan University big data platform facilitates simpler and more efficient utilization of electronic medical record data for real-world research.
Keyphrases
  • big data
  • healthcare
  • artificial intelligence
  • machine learning
  • electronic health record
  • high throughput
  • primary care
  • emergency department
  • deep learning
  • mental health
  • adverse drug
  • affordable care act