Synthetic data in health care: A narrative review
Office of the Assistant Secretary for Planning and Evaluation · George Mason University
Abstract
Data are central to research, public health, and in developing health information technology (IT) systems. Nevertheless, access to most data in health care is tightly controlled, which may limit innovation, development, and efficient implementation of new research, products, services, or systems. Using synthetic data is one of the many innovative ways that can allow organizations to share datasets with broader users. However, only a limited set of literature is available that explores its potentials and applications in health care. In this review paper, we examined existing literature to bridge the gap and highlight the utility of synthetic data in health care. We searched PubMed, Scopus, and Google Scholar to…
Citation impact
- FWCI
- 64.51
- Percentile
- 100%
- References
- 53
Authors
3Topics & keywords
- Health care
- Data science
- Computer science
- Bridging (networking)
- Public health
- Scopus
- Knowledge management
- MEDLINE
- Industry, innovation and infrastructure