Results 1 to 10 of about 24,140 (98)

Next-Generation Capabilities in Trusted Research Environments: Interview Study [PDF]

Journal of Medical Internet Research, 2022
BackgroundA Trusted Research Environment (TRE; also known as a Safe Haven) is an environment supported by trained staff and agreed processes (principles and standards), providing access to data for research while protecting ...
Sanaz Kavianpour, James Sutherland, Esma Mansouri-Benssassi, Natalie Coull, Emily Jefferson   +4 more
doaj   +2 more sources

Machine learning models in trusted research environments -- understanding operational risks [PDF]

International Journal of Population Data Science, 2023
Introduction Trusted research environments (TREs) provide secure access to very sensitive data for research. All TREs operate manual checks on outputs to ensure there is no residual disclosure risk. Machine learning (ML) models require very large amount
Felix Ritchie, Amy Tilbrook, Christian Cole, Emily Jefferson, Susan Krueger, Esma Mansouri-Bensassi, Simon Rogers, Jim Smith   +7 more
doaj   +2 more sources

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

Heliyon, 2023
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 ...
Esma Mansouri-Benssassi, Simon Rogers, Smarti Reel, Maeve Malone, Jim Smith, Felix Ritchie, Emily Jefferson   +6 more
doaj   +2 more sources

A UK Specification for Trusted Research Environments [PDF]

International Journal of Population Data Science
Objectives The need for Trusted Research Environments (TREs) is clear. Several influential reports have highlighted that personal or sensitive data which have been collected for operational, commercial or governmental reasons need to be managed securely
Hari Sood, Simon Li, Tim Machin, Katie Oldfield, Antony Chuter, Jillian Beggs, Sonya Coleman, Dermot Kerr, Ed Chalstrey, Matthew Craddock, Jim Madge, David Sarmiento-Perez, James Robinson, Cian O'Donovan, Martin O'Reilly, Christian Cole   +15 more
doaj   +2 more sources

Automating User Approval and Onboarding in Trusted Research Environments [PDF]

International Journal of Population Data Science
At SeRP, we provide a suite of software and hardware that enables Trusted Research Environments (TREs) to securely manage access to their data. A critical aspect of this is user approval and onboarding.
Justin Biddle, Simon Elwood-Thompson
doaj   +2 more sources

A maturity model framework for federated networks of trusted research environments [PDF]

Frontiers in Digital Health
IntroductionA Trusted Research Environment (TRE) is a highly secure computer system where sensitive data is stored that researchers can access remotely and make use of in a safe setting.
Jasper H. C. Luong, Jillian Beggs, Jason Ferris, Koh Furuta, Alain-Dominique Gorse, Emily Jefferson, Khin Mi Mi Aung, Clair Sullivan, Xing Yi Woo, The HEALTHWISE Consortium, Io Hong Cheong, Zisis Kozlakidis, Philip R. Quinlan, Tim Beck   +13 more
doaj   +2 more sources

Towards a standardised cross-sectoral data access agreement template for research: a core set of principles for data access within trusted research environments [PDF]

International Journal of Population Data Science, 2023
Introduction Trusted Research Environments (TREs) are secure computing environments that provide access to data for approved researchers to use in studies that can save and improve lives.
Rachel Brophy, Ester Bellavia, Maeve Groot Bluemink, Katharine Evans, Munisa Hashimi, Yemi Macaulay, Edel McNamara, Allison Noble, Paola Quattroni, Amanda Rudczenko, Andrew D Morris, Cassie Smith, Andy Boyd   +12 more
doaj   +2 more sources

The Working Group on Trusted Research Environments for Sensitive Data (WG-TRESD) [PDF]

International Journal of Population Data Science
Objective Through the Research Data Alliance, an international group of researchers has formed the Working Group on Trusted Research Environments for Sensitive Data (WG-TRESD). This group aims to produce a better understanding of the elements making up
Amy O'Hara, Rob Baxter
doaj   +2 more sources

CR8TOR: Research Object Crates for provisioning reproducible infrastructure in Kubernetes-native federated Trusted Research Environments [PDF]

International Journal of Population Data Science
Orchestration of infrastructure and data resources for research on sensitive data in Trusted Research Environments (TREs) is complex and time-consuming, with fragmented processes for data governance, identity management, disclosure checks, and resource ...
Mike Harding, Alwin Thomas, Saurav Nair Sudhar, Vishnu Vardhan Chandrabalan   +3 more
doaj   +2 more sources

How to safely RELEASE-AI models: a lifecycle framework for Trusted Research Environments [PDF]

International Journal of Population Data Science
Trusted Research Environments (TREs) enable approved researchers to securely analyse personal data, including Electronic Health Records (EHRs), under strict governance.
Alba Crespi-Boixader, Simon Li, James Liley, Laura Ward, Christian Cole, Jim Smith   +5 more
doaj   +2 more sources