The urgent need to accelerate synthetic data privacy frameworks for medical research

A Arora, SK Wagner, R Carpenter, R Jena… - The Lancet Digital …, 2024 - thelancet.com
Synthetic data, generated through artificial intelligence technologies such as generative
adversarial networks and latent diffusion models, maintain aggregate patterns and …

On the Trade-Off between Fidelity, Utility and Privacy of Synthetic Patient Data

T Adams, C Birkenbihl, K Otte, HG Ng, JA Rieling… - medRxiv, 2024 - medrxiv.org
The advancement of medical research and healthcare is increasingly dependent on the
analysis of patient-level data, but privacy concerns and legal constraints often hinder data …