Amplifying missing voices in healthcare research: an AI framework for co-production of PPIE.

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Title: Amplifying missing voices in healthcare research: an AI framework for co-production of PPIE.
Authors: Steele A; College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, Scotland.; NHS Golden Jubilee University National Hospital, Clydebank, Scotland., Strachan F; Usher Institute, University of Edinburgh, Edinburgh, Scotland., Milligan C; School of Health & Wellbeing, University of Glasgow, Glasgow, Scotland., Ibbotson T; School of Health & Wellbeing, University of Glasgow, Glasgow, Scotland.
Source: Frontiers in digital health [Front Digit Health] 2026 Apr 07; Vol. 8, pp. 1771729. Date of Electronic Publication: 2026 Apr 07 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101771889 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-253X (Electronic) Linking ISSN: 2673253X NLM ISO Abbreviation: Front Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Steele+A%22">Steele A</searchLink>; College of Medical, Veterinary & Life Sciences, University of Glasgow, Glasgow, Scotland.; NHS Golden Jubilee University National Hospital, Clydebank, Scotland.<br /><searchLink fieldCode="AU" term="%22Strachan+F%22">Strachan F</searchLink>; Usher Institute, University of Edinburgh, Edinburgh, Scotland.<br /><searchLink fieldCode="AU" term="%22Milligan+C%22">Milligan C</searchLink>; School of Health & Wellbeing, University of Glasgow, Glasgow, Scotland.<br /><searchLink fieldCode="AU" term="%22Ibbotson+T%22">Ibbotson T</searchLink>; School of Health & Wellbeing, University of Glasgow, Glasgow, Scotland.
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        Value: 10.3389/fdgth.2026.1771729
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      – TitleFull: Amplifying missing voices in healthcare research: an AI framework for co-production of PPIE.
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              Text: 2026 Apr 07
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