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B. Mateen · SciRah

Researcher profile · Semantic Scholar

B. Mateen

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B. Mateen — researcher profile on SciRah

h-index: 18
Works: 34
Citations: 2,397

Most-cited papers

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
B. Vasey, M. Nagendran, Bruce Campbell, D. Clifton +151 more
2022British medical journal854 citations Open access
Semantic Scholar
Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness
Sebastian J. Vollmer, B. Mateen, Gergo Bohner, Franz J. Király +14 more
2020British medical journal465 citations Open access
Semantic Scholar
Improving Survival of Critical Care Patients With Coronavirus Disease 2019 in England: A National Cohort Study, March to June 2020*
J. Dennis, A. McGovern, S. Vollmer, B. Mateen
2020Critical Care Medicine184 citations Open access
Semantic Scholar
Linked electronic health records for research on a nationwide cohort of more than 54 million people in England: data resource
A. Wood, R. Denholm, S. Hollings, Jennifer Cooper +136 more
2021British medical journal175 citations Open access
Semantic Scholar
Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine
A. Venkatasubramaniam, B. Mateen, B. Shields, A. Hattersley +3 more
2022BMC Medical Informatics and Decision Making147 citations Open access
Semantic Scholar
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
Gary S. Collins, K. Moons, P. Dhiman, R. Riley +203 more
2024British medical journal107 citations Open access
Semantic Scholar
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records
J. Thygesen, Christopher Tomlinson, S. Hollings, M. Mizani +287 more
2022The Lancet Digital Health68 citations Open access
Semantic Scholar
Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness
S. Vollmer, B. Mateen, G. Bohner, F. Király +14 more
2018arXiv.org40 citations
Semantic Scholar
Development of a treatment selection algorithm for SGLT2 and DPP-4 inhibitor therapies in people with type 2 diabetes: a retrospective cohort study.
J. Dennis, K. Young, A. McGovern, B. Mateen +9 more
2022The Lancet Digital Health36 citations Open access
Semantic Scholar
Phenotype-based targeted treatment of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes
P. Cardoso, K. Young, A. Nair, R. Hopkins +14 more
2023Diabetologia34 citations Open access
Semantic Scholar
Model updating after interventions paradoxically introduces bias
J. Liley, S. Emerson, B. Mateen, C. Vallejos +2 more
2020International Conference on Artificial Intelligence and Statistics26 citations
Semantic Scholar
Hospital admissions linked to SARS-CoV-2 infection in children and adolescents: cohort study of 3.2 million first ascertained infections in England
Harrison Wilde, Christopher Tomlinson, B. Mateen, David Antony Selby +12 more
2023British medical journal25 citations Open access
Semantic Scholar
The association between mechanical ventilator availability and mortality risk in intensive care patients with COVID-19: A national retrospective cohort study
Harrison Wilde, T. Mellan, I. Hawryluk, J. Dennis +8 more
202122 citations
Semantic Scholar
Trends in 28-Day Mortality of Critical Care Patients With Coronavirus Disease 2019 in the United Kingdom: A National Cohort Study, March 2020 to January 2021*
J. Dennis, A. McGovern, N. Thomas, Harrison Wilde +2 more
2021Critical Care Medicine20 citations Open access
Semantic Scholar
Author Correction: Regenerative and restorative medicine for eye disease
B. Vasey, M. Nagendran, Bruce Campbell, D. Clifton +151 more
2022Nature Medicine19 citations Open access
Semantic Scholar
Debiasing classifiers: is reality at variance with expectation?
Ashrya Agrawal, Florian Pfisterer, B. Bischl, Jiahao Chen +5 more
2020Social Science Research Network19 citations Open access
Semantic Scholar
Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness
Sebastian J. Vollmer, B. Mateen, Gergo Bohner, Franz J. Király +14 more
2020British medical journal18 citations Open access
Semantic Scholar
The disproportionate excess mortality risk of COVID-19 in younger people with diabetes warrants vaccination prioritisation
A. McGovern, N. Thomas, Sebastian J. Vollmer, A. Hattersley +2 more
2021Diabetologia15 citations Open access
Semantic Scholar
Development and assessment of a machine learning tool for predicting emergency admission in Scotland
James Liley, Gergo Bohner, S. Emerson, B. Mateen +16 more
2021npj Digital Medicine14 citations Open access
Semantic Scholar
Risk factor associations for severe COVID-19, influenza and pneumonia in people with diabetes to inform future pandemic preparations: UK population-based cohort study
R. Hopkins, K. Young, N. Thomas, J. Godwin +7 more
2024BMJ Open13 citations Open access
Semantic Scholar
Understanding the quality of ethnicity data recorded in health-related administrative data sources compared with Census 2021 in England
C. Razieh, Bethan Powell, Rosemary Drummond, I. Ward +13 more
2025PLoS Medicine12 citations Open access
Semantic Scholar
Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness
Sebastian J. Vollmer, B. Mateen, Gergo Bohner, Franz J. Király +14 more
2024British medical journal12 citations
Semantic Scholar
Trends in Pediatric Hospital Admissions Caused or Contributed by SARS-CoV-2 Infection in England.
Harrison Wilde, Christopher Tomlinson, B. Mateen, D. Selby +6 more
2024Jornal de Pediatria10 citations Open access
Semantic Scholar
Understanding COVID-19 trajectories from a nationwide linked electronic health record cohort of 56 million people: phenotypes, severity, waves & vaccination
J. Thygesen, C. Tomlinson, S. Hollings, M. Mizani +19 more
2021medRxiv7 citations Open access
Semantic Scholar
Diabetes and COVID-19 Related Mortality in the Critical Care Setting: A Real-Time National Cohort Study in England
J. Dennis, B. Mateen, R. Sonabend, N. Thomas +5 more
20207 citations
Semantic Scholar
Derivation and validation of a type 2 diabetes treatment selection algorithm for SGLT2-inhibitor and DPP4-inhibitor therapies based on glucose-lowering efficacy: cohort study using trial and routine clinical data
J. Dennis, K. Young, A. McGovern, B. Mateen +9 more
2021medRxiv5 citations Open access
Semantic Scholar
Validation of an algorithm for selection of SGLT2 and DPP4 inhibitor therapies in people with type 2 diabetes across major UK ethnicity groups: a retrospective cohort study
L. Gudemann, K. Young, P. Cardoso, B. Mateen +27 more
2025The Lancet Regional Health - Europe3 citations Open access
Semantic Scholar
A global log for medical AI
Ayush Noori, A. Rodman, A. Karthikesalingam, B. Mateen +24 more
2025arXiv.org3 citations
Semantic Scholar
A Methodological Framework for Assessing the Benefit of SARS-CoV-2 Vaccination following Previous Infection: Case Study of Five- to Eleven-Year-Olds
C. Pagel, Harrison Wilde, Christopher Tomlinson, B. Mateen +1 more
2023medRxiv1 citations Open access
Semantic Scholar
Validation of a treatment selection algorithm for optimal choice of SGLT2 and DPP4 inhibitor therapies in people with type 2 diabetes across major UK ethnicity groups
L. M. Guedemann, K. Young, P. Cardoso, B. Mateen +7 more
2025medRxiv0 citations Open access
Semantic Scholar
Model updating after interventions paradoxically introduces bias Supplementary Materials
J. Liley, S. Emerson, B. Mateen, Catalina A. Vallejos +2 more
20210 citations
Semantic Scholar
Supplementary material: Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application to predict optimal type 2 diabetes therapy
P. Cardoso, J. Dennis, J. Bowden, B. Shields +29 more
0 citations
Semantic Scholar
Journal Pre-proof Trends in Pediatric Hospital Admissions Caused or Contributed by SARS-CoV-2 Infection in England
Harrison Wilde, Christopher Tomlinson, B. Mateen, David Antony Selby +7 more
0 citations
Semantic Scholar

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