» Articles » PMID: 38388694

Getting Real About Synthetic Data Ethics : Are AI Ethics Principles a Good Starting Point for Synthetic Data Ethics?

Overview
Journal EMBO Rep
Specialty Molecular Biology
Date 2024 Feb 22
PMID 38388694
Authors
Affiliations
Soon will be listed here.
Citing Articles

Actionability of Synthetic Data in a Heterogeneous and Rare Health Care Demographic: Adolescents and Young Adults With Cancer.

Hogenboom J, Lobo Gomes A, Dekker A, van der Graaf W, Husson O, Wee L JCO Clin Cancer Inform. 2024; 8:e2400056.

PMID: 39626135 PMC: 11627331. DOI: 10.1200/CCI.24.00056.


Advancing AI Data Ethics in Nursing: Future Directions for Nursing Practice, Research, and Education.

Ball Dunlap P, Michalowski M JMIR Nurs. 2024; 7:e62678.

PMID: 39453630 PMC: 11529373. DOI: 10.2196/62678.


A novel and fully automated platform for synthetic tabular data generation and validation.

Rashidi H, Albahra S, Rubin B, Hu B Sci Rep. 2024; 14(1):23312.

PMID: 39375404 PMC: 11458594. DOI: 10.1038/s41598-024-73608-0.

References
1.
Achuthan S, Chatterjee R, Kotnala S, Mohanty A, Bhattacharya S, Salgia R . Leveraging deep learning algorithms for synthetic data generation to design and analyze biological networks. J Biosci. 2022; 47. View

2.
DAmico S, DallOlio D, Sala C, DallOlio L, Sauta E, Zampini M . Synthetic Data Generation by Artificial Intelligence to Accelerate Research and Precision Medicine in Hematology. JCO Clin Cancer Inform. 2023; 7:e2300021. PMC: 10569771. DOI: 10.1200/CCI.23.00021. View

3.
DeCamp M, Lindvall C . Mitigating bias in AI at the point of care. Science. 2023; 381(6654):150-152. PMC: 10680368. DOI: 10.1126/science.adh2713. View

4.
Gonzales A, Guruswamy G, Smith S . Synthetic data in health care: A narrative review. PLOS Digit Health. 2023; 2(1):e0000082. PMC: 9931305. DOI: 10.1371/journal.pdig.0000082. View

5.
Jacques M, Dobrzynski M, Gagliardi P, Sznitman R, Pertz O . CODEX, a neural network approach to explore signaling dynamics landscapes. Mol Syst Biol. 2021; 17(4):e10026. PMC: 8034356. DOI: 10.15252/msb.202010026. View