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 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 PROactive, Collaborative and Efficient complex Discharge – Decision Support Tool Researchers: Doctor Chris Duckworth Professor Michael Boniface , Doctor Carlos Lamas Fernandez , Doctor Dan Burns Predicting Patient Deterioration Risks in COMMunities (PPDRCOM) Researchers: Professor Michael Boniface Doctor Dan Burns Publications 24 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 Evaluation and enhancement of the prognostic ability of the eighth edition of TNM staging in cutaneous malignant melanoma: a population-based study of 111,871 cases using machine learning Mohamed Mortagy, Nikita Cliff-Patel, Regina Askary, Ana-Maria Bologan, Dan Burns, John Ramage & Victoria Akhras, 2026, British Journal of Dermatology DOI: 10.1093/bjd/ljag018 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 Pagination 1 2 3 Next page Next