59 citations · 59 across the 2 of their papers we have counts for
2 papers
cs.CY2025
Processing of synthetic data in AI development for healthcare and the definition of personal data in EU law
Vibeke Binz Vallevik, Anne Kjersti C. Befring, Severin Elvatun +1
Artificial intelligence (AI) has the potential to transform healthcare, but it requires access to health data. Synthetic data that is generated through machine learning models trai…
cs.LG2024★ 59 cited
Can I trust my fake data -- A comprehensive quality assessment framework for synthetic tabular data in healthcare
Vibeke Binz Vallevik, Aleksandar Babic, Serena Elizabeth Marshall +7
Ensuring safe adoption of AI tools in healthcare hinges on access to sufficient data for training, testing and validation. In response to privacy concerns and regulatory requiremen…