Validation Assessment of Privacy‐Preserving Synthetic Electronic Health Record Data: Comparison of Original Versus Synthetic Data on Real‐World <scp>COVID</scp>‐19 Vaccine Effectiveness
Overall, comparison of synthetic versus original real-world data demonstrated good validity and reliability. Transparency on the process to generate high fidelity synthetic data and assurances of patient privacy are warranted.
Authors
- Katrina Mott (ORCID: https://orcid.org/0000-0001-8322-7830)
- Mehmet Burcu (ORCID: https://orcid.org/0000-0003-4572-0987)
- Sivan Gazit (ORCID: https://orcid.org/0000-0001-9875-3550)
- E. Wang
- Hongtao Zhang (ORCID: https://orcid.org/0000-0001-8008-4053)
- Gabriel Chodick (ORCID: https://orcid.org/0000-0002-5189-8995)
Institutions
- Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
- Tel Aviv University (IL)
- Maccabi Healthcare Services (IL)
- Decision Sciences (United States) (US)
Publication Details
- Journal
- Pharmacoepidemiology and Drug Safety
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1002/pds.70019
- Citations
- 4
- Primary Topic
- Advanced Causal Inference Techniques
- Type
- article
- Field-Weighted Citation Impact
- 2.84
Funders
- Merck