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Role of Synthetic Data in Facilitating Data Access

Slide 5

  • REG Is anyone else working with this UCL/UCLH team?
  1. Put your names here

(Andrew: I am not but i would be interested in healthcare work)

Slide 6

  • REG What existing publications or software packages do you think we should look into?
  1. Synthea,
  2. SynthCity and
  3. Synthetic Data Vault

Slide 7

  • REG What would you like to know about this software package?
  1. Place your questions here
  • REG Do you know of any packages in this area?
  1. Place your answer here
  • REG Do you know of use cases for this package?
  1. Place your answer here
  • REG Comments about this package in the context of our project?
  1. Place your answer here

Slide 8

  • REG Comments/Advice about privacy when extracting marginals?
  1. Put comments here
  • REG Can you talk to us about generating synthetic data for relational tables
  1. Put your name here
  • REG Can you talk to us about privacy implications when generating updates for synthetic data
  1. Put your name here
  • REG Can you talk to us about generating correlated synthetic time series data?
  1. Put your name here
  • Andrew (but will probably just link you to other working more on this)
  • Hang Lou, Hao Ni (We have a pipeline which gathers various GAN models for multi-dimensional time series generation.)

Slide 9

  • REG Please put your name here if you are happy for us to email you with updates!
  1. Put your name here

  • Andrew

  • REG Comments/Advice about effective communication re privacy?

  1. Put your name here
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