Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities

Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities

Introduction: Artificial intelligence (AI) applications in healthcare and medicine have increased in recent years. To enable access to personal data, Trusted Research Environments (TREs) (otherwise known as Safe Havens) provide safe and secure environments in which researchers can access sensitive p...

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Bibliographic Details
Main Authors: Esma Mansouri-Benssassi, Simon Rogers, Smarti Reel, Maeve Malone, Jim Smith, Felix Ritchie, Emily Jefferson
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:Heliyon
Subjects:
Trusted research environment
Safe haven
AI
Machine learning
Data privacy
Disclosure control
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023023502

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http://www.sciencedirect.com/science/article/pii/S2405844023023502

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