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references-and-resources.md

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References and Resources

See synthetic-data-generation.md for links to software.

  1. Bates, A. G., Spakulová, I., Dove, I., & Mealor, A. (2019). ONS methodology working paper series number 16—Synthetic data pilot.
  2. Calcraft, P., Thomas, I., Maglicic, M., & Sutherland, A. (2021). Accelerating public policy research with synthetic data.
  3. Giuffrè, M., & Shung, D. L. (2023). Harnessing the power of synthetic data in healthcare: innovation, application, and privacy. NPJ Digital Medicine, 6(1), 186.
  4. Gonzales, A., Guruswamy, G., & Smith, S. R. (2023). Synthetic data in health care: a narrative review. PLOS Digit Health 2(1): e0000082.
  5. Jordon, J., Szpruch, L., Houssiau, F., Bottarelli, M., Cherubin, G., Maple, C., ... & Weller, A. (2022). Synthetic Data--what, why and how?
  6. Myles, P., Ordish, J., & Branson, R. (2021). Synthetic data and the innovation, assessment, and regulation of AI medical devices.

Talks

Turing Lunch & Learn - Synthetic Data - internal to Turing (Dec 2023)

Synthetic data for a health research programme at Trustworthy Synthetic Data in Practice Workshop (January 2024)