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Artificial intelligence publications: synthetic data, patients, and papers.
- Source :
-
International Orthopaedics . Jun2023, Vol. 47 Issue 6, p1395-1396. 2p. - Publication Year :
- 2023
-
Abstract
- Synthetic data protects patient privacy while preserving maximum data utility to conduct research faster, to impact operational processes positively, and to improve patient outcomes ultimately while saving costs and resources [[9]]. The resulting synthetic data no longer contains data on individual patients but rather is a collection of observations which maintain the statistical properties of the original data. We concur for the necessity of large healthcare data for evidence-based medicine, and we are alert for the protection of patients' data privacy and identifier issues. Alternatively to traditional registries, obtaining electronic health records within a healthcare system is often cumbersome, and sharing electronic data across health systems remains extremely uncommon, particularly because of questions relating to patient privacy and data ownership [[4]]. [Extracted from the article]
Details
- Language :
- English
- ISSN :
- 03412695
- Volume :
- 47
- Issue :
- 6
- Database :
- Academic Search Index
- Journal :
- International Orthopaedics
- Publication Type :
- Academic Journal
- Accession number :
- 163829722
- Full Text :
- https://doi.org/10.1007/s00264-023-05830-w