Synthetic data generation in privacy-constrained medical domains shifts the engineering challenge from data availability to the elicitation, validation, and evolution of stakeholder-specific validity properties.
InFundamental Approaches to Software Engineering, Elvira Albert and Corina Pasareanu (Eds.)
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Property-Driven Synthetic Data Engineering for Data-Scarce Software Systems: Reflections from the Breast Cancer Domain
Synthetic data generation in privacy-constrained medical domains shifts the engineering challenge from data availability to the elicitation, validation, and evolution of stakeholder-specific validity properties.