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Nov 28, 2024 · Explore the ethical and legal challenges of synthetic data usage. Learn how to navigate data protection laws in your organization.
Jul 11, 2023 · The development of clear guidelines and regulations for synthetic data usage and sharing is necessary to strike a balance between innovation and protecting individual privacy.
Health data has tremendous research utility, but achieving high utility often requires making sacrifices on patient privacy. Regulation moves the industry along this tradeoff curve towards …
Are there any limitations to the use of synthetic data in healthcare? While synthetic data offers numerous benefits, it's important to recognize its limitations. The quality of synthetic data …
In the face of rapidly growing data challenges in the global healthcare sector, such as privacy concerns, confidentiality, data fragmentation, validity questions, interoperability, and generaliz …
Apr 15, 2025 · Discover 15+ healthcare industry use cases for secure data sharing, research, AI development, and compliance with GDPR, HIPAA, and AI regulations.
May 6, 2025 · This study examines whether the advantages of synthetic data in financial regulation outweigh its challenges, providing an initial assessment of its feasibility and broader …
Jan 7, 2022 · This paper describes the current state for the creation and use of synthetic data, with the objectives of highlighting its value (and caveats) as it relates to data privacy and …
Jul 2, 2025 · While the use of synthetic data can speed time to insights, it is not yet broadly trusted as a standalone source for clinical decision-making or regulatory approval.
Nov 2, 2023 · Firms using synthetic data worry much less about HIPAA (or GDPR, for that matter) compliance. Is this what freedom feels like? It’s flexible and expandable. Healthcare data …
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