Research Research groups Member of: Digital Health and Biomedical Engineering National Institute for Health and Care Research (NIHR) Applied Research Collaboration Wessex IT Innovation Research projects Active projects PROactive, Collaborative and Efficient complex Discharge – Decision Support Tool Researchers: Doctor Chris Duckworth Professor Michael Boniface , Doctor Carlos Lamas Fernandez , Doctor Dan Burns Completed projects Predicting Hospital Length Of Stay In Viral Infections Patients Researchers: Doctor Dan Burns Professor Michael Boniface COVID-19 Epidemic and Hospital Impact Modelling (COVID-ED) Researchers: Professor Michael Boniface , Doctor Dan Burns , Professor Benjamin Macarthur , Professor Dave Woods Prediction of Acute Respiratory Infection outcomes prior to Emergency Department Attendance (PARIEDA) Researchers: Doctor Dan Burns Professor Michael Boniface , Doctor Chris Duckworth Predicting Patient Deterioration Risks in COMMunities (PPDRCOM) Researchers: Professor Michael Boniface Doctor Dan Burns Publications 23 publications Page 1 of 3 How data drift impacts the safety and interpretability of machine learning models predicting risk from blood glucose control Ho-Hin Leung, Christopher Duckworth, Dan Burns, Matthew Guy & Michael Boniface, 2026, BMJ Digital Health & AI, 2(1) DOI: 10.1136/bmjdhai-2025-000269 Type: article Variations in social care need reporting amongst GP practices in England: a retrospective cohort study in people with multimorbidity Dan Burns, Glenn Simpson, Zlatko Zlatev, Lucy Smith, Jakub Dylag, Miriam Santer, Michael Boniface, Andrew Farmer & Hajira Dambha-Miller, 2025, BMC Primary Care, 26(1) DOI: 10.1186/s12875-025-03107-2 Type: article Impact of accurate initial discharge planning and inpatient transfers of care on discharge delays: a retrospective cohort study Dan Burns, Chris Duckworth, Carlos Lamas Fernandez, Rachael Leyland, Mark Wright, Matt Stammers, Michael George & Michael Boniface, 2025, BMJ Open, 15(5) DOI: 10.1136/bmjopen-2024-097563 Type: article Predicting onward care needs at admission to reduce discharge delay using explainable machine learning Chris Duckworth, Dan Burns, Carlos Lamas-Fernandez, Mark Wright, Rachael Leyland, Matthew Stammers, Michael George & Michael Boniface, 2025, Scientific Reports, 15(1) DOI: 10.1038/s41598-025-00825-6 Type: article Emergency and routine presentation of neuroendocrine neoplasia in England: determinants of late presentation and survival outcomes Marie Line El Asmar, Mohamed Mortagy, Benjamin E. White, Dan Burns & John Ramage, 2025, Endocrine Oncology, 5(1), e250012 DOI: 10.1530/EO-25-0012 Type: article Emergency and routine presentation of neuroendocrine neoplasia in England: determinants of diagnosis and survival outcomes Marie Line El Asmar, Mohamed Mortagy, Benjamin White, Kandiah Chandrakumaran, Dan Burns & John Ramage, 2024 Type: conference A synthetic dataset for the exploration of survival and classification models: prediction of heart attack or stroke within a 10-year follow-up period Dan Burns, Corine Driessens & Kathryn Richardson, 2024, NIHR Open Research DOI: 10.3310/nihropenres.13651.1 Type: article Validation of oxygen saturations measured in the community by emergency medical services as a marker of clinical deterioration in patients with confirmed COVID-19: a retrospective cohort study Matthew Inada-Kim, Francis P. Chmiel, Michael Boniface, Daniel Burns, Helen Pocock, John Black & Charles Deakin, 2024, BMJ Open, 14(1) DOI: 10.1136/bmjopen-2022-067378 Type: article Towards a better understanding of human iNKT cell subpopulations for improved clinical outcomes Alex Look, Daniel Burns, Ivo Tews, Ali Roghanian & Salah Mansour, 2023, Frontiers in Immunology, 14 DOI: 10.3389/fimmu.2023.1176724 Type: review Pilot study to evaluate hypercoagulation and inflammation using rotational thromboelastometry and calprotectin in COVID-19 patients Sophia Stanford, Ashok Roy, Catherine Rea, Ben Harris, Antony Ashton, Sarah Mangles, Tamara Everington, Rayan Taher, Daniel Burns, Emily Arbuthnot Smith & Tom Cecil, 2023, PLoS ONE, 18(1 January) DOI: 10.1371/journal.pone.0269738 Type: article Pagination 1 2 3 Next page Next