A quarter-century of synthetic data in healthcare: Unveiling trends with structural topic modeling
Synthetic data research in healthcare is expanding, with shifting regional contributions and evolving topic focus. Realizing its potential requires cross-disciplinary collaboration, bias mitigation, and equitable partnerships.
Authors
- Gabriel Otieno Okello (ORCID: https://orcid.org/0000-0002-3866-4756)
- Richard Omore (ORCID: https://orcid.org/0000-0003-3702-3030)
- Vincent Mzazi
- Billy Ogwel (ORCID: https://orcid.org/0000-0002-9097-2713)
- Alex O Awuor (ORCID: https://orcid.org/0009-0003-9138-7748)
- Bryan O. Nyawanda (ORCID: https://orcid.org/0000-0003-0069-1473)
- Sidney Ogolla (ORCID: https://orcid.org/0000-0003-1570-6164)
Institutions
- Alliant International University (US)
- Swiss Tropical and Public Health Institute (CH)
- University of South Africa (ZA)
- University of Basel (CH)
- Kenya Medical Research Institute (KE)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251404530
- Primary Topic
- Computational and Text Analysis Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00