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Cost-Effective Quality of Life Improvement While Reducing Health Care Professional Burnout With an AI-Driven Intervention for Personalized Medicine.

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Title: Cost-Effective Quality of Life Improvement While Reducing Health Care Professional Burnout With an AI-Driven Intervention for Personalized Medicine.
Authors: Kelly RC; Spotlight Consultations Ltd, Portsmouth, UK.; Southern Health NHS Foundation Trust, Southampton, UK.; BHR Business Consultants Ltd., Fareham, UK., Holt RIG; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.; National Institute for Health Research Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK., Price H; Southern Health NHS Foundation Trust, Southampton, UK.; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK., Phiri P; Southern Health NHS Foundation Trust, Southampton, UK.; School of Psychology, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK., Cummings M; Portsmouth Hospitals University NHS Trust, Portsmouth, UK., Ali A; NHS Blackburn with Darwen Clinical Commissioning Group, Blackburn, UK., Patel M; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK., Barnard E; BHR Business Consultants Ltd., Fareham, UK., Allard S; Portsmouth Hospitals University NHS Trust, Portsmouth, UK., Hunter V; Portsmouth Hospitals University NHS Trust, Portsmouth, UK., Rojkova J; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK., Bolger C; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK., Georgieva D; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK., Schinz M; Diabetes Center Berne, Bern, Switzerland., Rothenbühler M; Diabetes Center Berne, Bern, Switzerland., Lizoain A; Diabetes Center Berne, Bern, Switzerland., Barnard-Kelly K; Spotlight Consultations Ltd, Portsmouth, UK.; BHR Business Consultants Ltd., Fareham, UK.; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.
Source: Journal of diabetes science and technology [J Diabetes Sci Technol] 2026 May; Vol. 20 (3), pp. 848-854. Date of Electronic Publication: 2025 Jan 30.
Publication Type: Journal Article; Randomized Controlled Trial; Multicenter Study
Journal Info: Publisher: Sage Country of Publication: United States NLM ID: 101306166 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1932-2968 (Electronic) Linking ISSN: 19322968 NLM ISO Abbreviation: J Diabetes Sci Technol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Cost-Effective Quality of Life Improvement While Reducing Health Care Professional Burnout With an AI-Driven Intervention for Personalized Medicine.
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  Data: <searchLink fieldCode="AU" term="%22Kelly+RC%22">Kelly RC</searchLink>; Spotlight Consultations Ltd, Portsmouth, UK.; Southern Health NHS Foundation Trust, Southampton, UK.; BHR Business Consultants Ltd., Fareham, UK.<br /><searchLink fieldCode="AU" term="%22Holt+RIG%22">Holt RIG</searchLink>; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.; National Institute for Health Research Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Price+H%22">Price H</searchLink>; Southern Health NHS Foundation Trust, Southampton, UK.; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Phiri+P%22">Phiri P</searchLink>; Southern Health NHS Foundation Trust, Southampton, UK.; School of Psychology, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Cummings+M%22">Cummings M</searchLink>; Portsmouth Hospitals University NHS Trust, Portsmouth, UK.<br /><searchLink fieldCode="AU" term="%22Ali+A%22">Ali A</searchLink>; NHS Blackburn with Darwen Clinical Commissioning Group, Blackburn, UK.<br /><searchLink fieldCode="AU" term="%22Patel+M%22">Patel M</searchLink>; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Barnard+E%22">Barnard E</searchLink>; BHR Business Consultants Ltd., Fareham, UK.<br /><searchLink fieldCode="AU" term="%22Allard+S%22">Allard S</searchLink>; Portsmouth Hospitals University NHS Trust, Portsmouth, UK.<br /><searchLink fieldCode="AU" term="%22Hunter+V%22">Hunter V</searchLink>; Portsmouth Hospitals University NHS Trust, Portsmouth, UK.<br /><searchLink fieldCode="AU" term="%22Rojkova+J%22">Rojkova J</searchLink>; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Bolger+C%22">Bolger C</searchLink>; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Georgieva+D%22">Georgieva D</searchLink>; Diabetes and Endocrinology, University Hospital Southampton NHS Foundation Trust, Southampton, UK.<br /><searchLink fieldCode="AU" term="%22Schinz+M%22">Schinz M</searchLink>; Diabetes Center Berne, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Rothenbühler+M%22">Rothenbühler M</searchLink>; Diabetes Center Berne, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Lizoain+A%22">Lizoain A</searchLink>; Diabetes Center Berne, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Barnard-Kelly+K%22">Barnard-Kelly K</searchLink>; Spotlight Consultations Ltd, Portsmouth, UK.; BHR Business Consultants Ltd., Fareham, UK.; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Sage%22">Sage </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101306166 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-2968 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219322968%22">19322968 </searchLink><i>NLM ISO Abbreviation: </i>J Diabetes Sci Technol <i>Subsets: </i>MEDLINE
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