Simulated and Synthetic Health Data: Improving Clinical Research on Rare Diseases. A Real-World Data Simulation of Autosomal Dominant Polycystic Kidney Disease (ADPKD) Trials. A Retrospective, Observational Study
Condition(s) studied
Study summary
This is a no-profit, retrospective observational study involving real-world data (RWD), retrieved from ADPKD-related electronic health records stored at Mario Negri Institute IRCCS. RWD will be used to generate simulated and synthetic datasets, using AI tools. RWD and generated data (GD) will be used to conduct three virtual RCTs, which main outcome is change in Total Kidney Volume (TKV). Statistical tests will be performed to assess quality and privacy preservation of GD compared with RWD. GD will be also evaluated in exploratory sample size estimations.
Eligibility
Primary outcome measure(s)
- Changes in total kidney volume (TKV) — At baseline, and immediately after data generation procedure.
Changes in TKV in mL.
Trial sites (2)
| Facility | City | Region | Status |
|---|---|---|---|
| Clinical Research Centre for Rare Diseases Aldo e Cele Daccò | Ranica | BG | |
| Department of Global Public Health (GPH), Karolinska Institutet | Stockholm | Sweden |
More Mario Negri Institute for Pharmacological Research trials in Italy
Other trials for the same condition
This page summarises publicly available registry data for informational purposes — not medical advice. Eligibility is determined by each study team; patients should discuss participation with their clinician.
View NCT07016282 on ClinicalTrials.gov ↗ ← All trials in Italy