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AI tools in healthcare often work in isolation but stall in practice. Reflections from Oxford's AI in Healthcare event on why implementation, not algorithms, is the real bottleneck – and what primary care research brings to the problem.

Illustrated sketchnote by Scriberia summarising discussions from the patient and public involvement day at the AI in Healthcare event. The hand-drawn visual captures key themes in speech bubbles and vignettes, including 'What is AI?', 'Hospital at Home: Getting it Right', 'The Future of Primary Care', 'Machine Learning and Proteomics for Complex Disease', and public perspectives on communicating AI in healthcare. Logos for the Computational Health Informatics Lab, Department of Engineering Science, Nuffield Department of Primary Care Health Sciences, and the University of Oxford appear at the top.
Visual summary of the event's patient and public involvement day, illustrated by Scriberia. The blog post covers themes from all three days.

Association between Great Salt Lake desiccation, air quality, and major depressive episodes: an ecological study.

Journal article

Neelam M. et al, (2027), Lancet Planet Health

Antibiotic prescribing and use in United Kingdom general practices in socio-economically deprived areas: a critical interpretive synthesis

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Bell A. et al, (2026), Journal of Health Equity, 3

A multivariate decomposition analysis of drivers of overweight and obesity among Ghanaian women

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Mensah JP. et al, (2026), Communications Medicine, 6

A multidimensional framework for mapping social need to electronic health records in people with multimorbidity

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Isaac T. et al, (2026), Scientific Reports, 16

Telephone triage in urgent unscheduled primary care in 16 European countries: a cross-national questionnaire-based expert study

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Bergholdt Jul Christiansen I. et al, (2026), Scandinavian Journal of Primary Health Care, 44

Associations of Alzheimer’s disease with inpatient hospital costs and with quality-adjusted life years: evidence from conventional and Mendelian randomization analyses in the UK Biobank

Journal article

Dixon P. and Anderson E., (2026), Cost Effectiveness and Resource Allocation, 24

Tackling NHS winter pressures due to respiratory disease: the UK Centre for Applied Respiratory Research Innovation and Impact (CARRii)

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Stephenson P. et al, (2026), Npj Primary Care Respiratory Medicine, 36

The economic burden of COVID-19 undervaccination: costs of hospitalisation, ICU admission, and death in Scotland

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Kerr S. et al, (2026), Health Economics Review, 16

Does the range of ecolabels on offer alter their impact on meal selection? An online randomised control trial

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Biggs E. et al, (2026), BMC Public Health, 26

Bridging the gap: a mixed-methods real-world pilot of a digital intervention for adults with binge eating

Journal article

Osborne EL. et al, (2026), Journal of Eating Disorders, 14

Ensuring participant safety in research studies evaluating digital mental health interventions delivered remotely - insights from the PIPA trial of an online parenting intervention to prevent affective disorders in high-risk adolescents

Journal article

Madan J. et al, (2026), BMC Medical Research Methodology, 26

The effect of increasing availability of vegetarian meals on their sales in worksite cafeterias: a stepped-wedge cluster randomised controlled trial

Journal article

Becker E. et al, (2026), International Journal of Behavioral Nutrition and Physical Activity, 23

How to design a ROCI (Response Over Continuous Intervention) randomised trial: guidance and a case study

Journal article

Quartagno M. et al, (2026), BMC Medical Research Methodology, 26

A decision-tree model to evaluate the impacts of workforce investments aimed at strengthening emergency obstetric and neonatal care (EmONC) facilities in Burundi

Journal article

Habonimana D. et al, (2026), Cost Effectiveness and Resource Allocation, 24

Adiposity and the first-onset of diagnosed mental illnesses: a population-based cohort study of 10 million UK adults

Journal article

Dong X. et al, (2026), BMC Medicine, 24

Referral uptake after diabetic retinopathy screening with artificial intelligence-assisted care pathways: a systematic review and meta-analysis

Journal article

Leigh JA. et al, (2026), Npj Digital Medicine, 9

Clinical and economic outcomes of therapeutic plasma exchange and intravenous immunoglobulin for treating adults with autoimmune neurological disorders: a systematic review and meta-analysis

Journal article

Kimber C. et al, (2026), BMC Neurology, 26

Bayesian adaptive trial designs for evaluating low-risk programmatic changes for quality improvement in health services: a simulation study

Journal article

Kim MJ. et al, (2026), BMC Medical Research Methodology, 26

How can we make postnatal information resources more accessible to women experiencing challenges accessing healthcare? Report of a co-production project

Journal article

MacLellan J. et al, (2026), International Journal for Equity in Health, 25

Couple concordance related to ITN use in Malawi

Journal article

Olapeju B. et al, (2026), Malaria Journal, 25

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