Using High-fidelity Synthetic Data as synthetic control arms and to boost sample sizes in clinical trials
Funder: BEIS Innovate Regulatory Pioneer FundDuration: September 2023 - March 2025
People
| Name | Telephone | Office | ||
|---|---|---|---|---|
|
Professor Allan Tucker Professor (Principal investigator)
T: +44 (0)1895 266933
E: allan.tucker@brunel.ac.uk |
+44 (0)1895 266933 | allan.tucker@brunel.ac.uk | Wilfred Brown Building 218 |
Outputs
Alattal, D., Draghi, B., Myles, P., Branson, R. and Tucker, A. (2026) 'Probabilistic Versus Deep Generative Models: A Fairness Centred Evaluation of Synthetic Healthcare Tabular Data'. International Journal of Computational Intelligence Systems, 0 (in press, pre-proof). pp. 1 - 49. ISSN: 1875-6891 Open Access Link
Draghi, B., Wang, Z., Myles, P. and Tucker, A. (2024) 'Identifying and handling data bias within primary healthcare data using synthetic data generators'. Heliyon, 10 (2). pp. 1 - 15. ISSN: 2405-8440 Open Access Link