Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias.

Chatzichristos C, Katsimpokis D, Lai C, Santvliet LV, Camarrone F, Knoors D, Geleijnse G, Speybroek MV, Lewi M, Vannieuwenhuyse B, Vos M

Open source

DOI
10.1186/s12911-026-03719-3
Published
2026 Jul 24
Container
BMC medical informatics and decision making
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1186/s12911-026-03719-3,
  title = {Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias.},
  author = {Chatzichristos C and Katsimpokis D and Lai C and Santvliet LV and Camarrone F and Knoors D and Geleijnse G and Speybroek MV and Lewi M and Vannieuwenhuyse B and Vos M},
  year = {2026},
  journal = {BMC medical informatics and decision making},
  doi = {10.1186/s12911-026-03719-3},
  url = {https://doi.org/10.1186/s12911-026-03719-3}
}

RIS

TY  - JOUR
TI  - Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias.
AU  - Chatzichristos C
AU  - Katsimpokis D
AU  - Lai C
AU  - Santvliet LV
AU  - Camarrone F
AU  - Knoors D
AU  - Geleijnse G
AU  - Speybroek MV
AU  - Lewi M
AU  - Vannieuwenhuyse B
AU  - Vos M
PY  - 2026
JO  - BMC medical informatics and decision making
DO  - 10.1186/s12911-026-03719-3
UR  - https://doi.org/10.1186/s12911-026-03719-3
ER  - 

APA

C, C., D, K., C, L., LV, S., F, C., D, K., G, G., MV, S., M, L., B, V., & M, V. (2026). Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias.. BMC medical informatics and decision making. https://doi.org/10.1186/s12911-026-03719-3

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