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Open-source Web Portal for Managing Self-reported Data and Real-world Data Donation in Diabetes Research: Platform Feasibility Study.

Drew CooperTebbe UbbenChristine KnollHanne BallhausenShane O'DonnellKatarina BrauneDana Michelle Lewis
Published in: JMIR diabetes (2022)
The platform was accessible to participants while maintaining compliance with data regulations. The Gateway formalized a system of automated data matching between multiple data sets, which was a major benefit to researchers. Scalability of the platform was demonstrated with the later addition of self-reported data validation. This study demonstrated the feasibility of custom software solutions in addressing complex study designs. The Gateway portal code has been made available open-source and can be leveraged by other research groups.
Keyphrases
  • electronic health record
  • big data
  • high throughput
  • type diabetes
  • cardiovascular disease
  • machine learning
  • data analysis
  • deep learning
  • adipose tissue
  • metabolic syndrome
  • skeletal muscle
  • weight loss
  • glycemic control