- This event has passed.
Health Data Science Event: Roundtable Discussion on Synthetic Data Utility and Evaluation
February 18, 2022 @ 12:00 pm - 1:00 pm
Roundtable Participants: Sandra Taylor, Fred Myers, Vladimir Filkov, Jacqueline Stocking, Priyadip Ray, Nick Anderson, Thomas Strohmer, Charlie Fornaca (moderator)
Topics:
-
What are some use cases for synthetic data in medicine?
-
Other than utility, what are other concerns? E.g., privacy, etc.
-
What common evaluation methods do you use? How do your evaluation methods differ from each other?
-
How do your evaluation methods change based on the use case or type of data?
-
What metrics are the most important to your evaluation?
-
What are some best practices for synthetic data generation and utility evaluation?