Guidelines and Resources for AI Model Access from TrusTEd Research environments (GRAIMatter)
Lead Research Organisation:
University of Dundee
Abstract
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Organisations
Publications
Caldwell J
(2022)
Scottish Medical Imaging Service - Technical and Governance controls.
in International Journal of Population Data Science
Kavianpour S
(2022)
Next-Generation Capabilities in Trusted Research Environments: Interview Study.
in Journal of medical Internet research
Gao C
(2022)
A National Network of Safe Havens: Scottish Perspective.
in Journal of medical Internet research
| Description | Guidelines and Resources for AI Model Access from TrusTEd Researchenvironments (GRAIMatter) |
| Amount | £315,488 (GBP) |
| Funding ID | MC_PC_21033 |
| Organisation | Medical Research Council (MRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 01/2022 |
| End | 08/2022 |
| Description | SATRE - Standardised Architecture for Trusted Research Environments |
| Amount | £614,112 (GBP) |
| Organisation | United Kingdom Research and Innovation |
| Sector | Public |
| Country | United Kingdom |
| Start | 01/2023 |
| End | 10/2023 |
| Description | TRE-FX: Delivering a federated network of TREs to enable safe analytics |
| Amount | £562,457 (GBP) |
| Organisation | United Kingdom Research and Innovation |
| Sector | Public |
| Country | United Kingdom |
| Start | 01/2023 |
| End | 10/2023 |
| Title | Collection of tools and resources for managing the statistical disclosure control of trained machine learning models |
| Description | Tools for the Automatic Checking of Research Outputs |
| Type Of Technology | Software |
| Year Produced | 2022 |
| Open Source License? | Yes |
| Impact | Software to support TREs to check for disclosure of trained ML models |
| URL | https://github.com/ai-sdc |
| Description | Building a legacy for UK health data research infrastructure (speaker) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Presentation on 'Alleviate: the Advanced Pain Discovery Platform (APDP) Data Hub' for the DIH Programme Showcase Event: Building a legacy for UK health data research infrastructure. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://www.youtube.com/watch?v=DLRU_35dfYQ&list=PLBI5k9SgYrItfzjZ17c1b20GUp6V2wDRH&index=15 |
| Description | Cambridge Spark Lecture Series |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | Presentation: Overcoming the Challenges of Providing Access to Population Scale, Routinely Collected Health and Imaging Data for AI Development whilst Protecting Patient Confidentiality. |
| Year(s) Of Engagement Activity | 2022 |
| Description | DARE UK Sprint Exemplar Event |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Event focussed on DARE UK's Sprint Exemplar Projects, in this case: GRAIMATTER: Guidelines and Resources for Artificial Intelligence Model Access from Trusted Research Environments |
| Year(s) Of Engagement Activity | 2022 |
| Description | GRAIMATTER Recommendations Workshop (organiser) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | GRAIMATTER Recommendations Workshop. |
| Year(s) Of Engagement Activity | 2022,2023 |
| Description | HDR UK Multi-omics Cohorts Consortium NIP Insight Sharing Day |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Invited speaker to HDR UK Multi-omics Cohorts Consortium National Implementation Project Insight Sharing Day. Presentation: Experiences of developing a TRE to support multi-omic data within the AWS cloud. |
| Year(s) Of Engagement Activity | 2023 |
| Description | HDR UK Technology Ecosystem Conference/Workshop (organiser and speaker) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | The purpose of the meeting was to kick off the Technology Ecosystem work as part of HDR UK 23-28 strategy, bringing together various overlapping initiatives to share knowledge and plan for how we will work together going forward. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Overcoming the Challenges of Providing Access to Population Scale, Routinely Collected Health and Imaging Data for AI Development whilst Protecting Patient Confidentiality |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Presentation to the AI summit in London covering the work of PICTURES, CO-CONNECT and GRAIMATTER |
| Year(s) Of Engagement Activity | 2022 |
| Description | PPIE Workshops: GRAIMATTER |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | PPIE 5 Workshops: GRAIMATTER - What is a TRE? What is ML? What are the GRAIMATTER project aims? |
| Year(s) Of Engagement Activity | 2022 |
| Description | The AI Summit London (panel) |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Expert panel speaker: The Landscape of AI Adoption in Medical Imaging - Challenges & Opportunities. |
| Year(s) Of Engagement Activity | 2022 |
| URL | https://london.theaisummit.com/ |
| Description | UK DRI Informatics Scoping Event (speaker) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | Invited speaker to UK Dementia Research Institute Informatics Scoping Event. Presentation on HDR UK's Technology Ecosystem Workstream. |
| Year(s) Of Engagement Activity | 2023 |
| Description | UKRI DRI Community Congress (speaker) |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | The UKRI Digital Research Infrastructure (DRI) Community Congress brought together stakeholders of the UKRI DRI strategy. Presentation: The power of DRI: A health data perspective. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://web.cvent.com/event/fc0032b7-0b22-4dd0-8c4c-38f3155df75f/summary |