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David A. Jenkins
Researcher at University of Manchester
Publications - 38
Citations - 547
David A. Jenkins is an academic researcher from University of Manchester. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 8, co-authored 23 publications receiving 218 citations. Previous affiliations of David A. Jenkins include University of Leicester & Manchester Academic Health Science Centre.
Papers
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Journal ArticleDOI
Diagnosis of physical and mental health conditions in primary care during the COVID-19 pandemic: a retrospective cohort study.
Richard Williams,Richard Williams,David A. Jenkins,David A. Jenkins,Darren M. Ashcroft,Ben Brown,Stephen Campbell,Matthew J. Carr,Sudeh Cheraghi-Sohi,Navneet Kapur,Owain Thomas,Roger T. Webb,Niels Peek,Niels Peek +13 more
TL;DR: In this deprived urban population, diagnoses of common conditions decreased substantially between March and May 2020, suggesting a large number of patients have undiagnosed conditions.
Journal ArticleDOI
Dynamic models to predict health outcomes: current status and methodological challenges
TL;DR: Dynamic prediction models are not well established but they overcome one of the major issues with static clinical prediction models, calibration drift, however, there are challenges in choosing decay factors and in dealing with sudden changes.
Journal ArticleDOI
What factors predict length of stay in a neonatal unit: a systematic review.
Sarah E Seaton,Lisa Barker,David A. Jenkins,Elizabeth S Draper,Keith R. Abrams,Bradley N Manktelow +5 more
TL;DR: Predicting LOS is vital to aid the commissioning of services and to help clinicians in their counselling of parents, and the lack of evidence in this area indicates a need for larger studies to investigate methods of accurately predicting LOS.
Journal ArticleDOI
Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?
David A. Jenkins,David A. Jenkins,Glen P. Martin,Matthew Sperrin,Richard D Riley,Thomas P. A. Debray,Gary S. Collins,Niels Peek,Niels Peek +8 more
TL;DR: In this article, the authors proposed a continuous validation approach for clinical prediction models (CPMs), where the analytical methods dynamically generate updated versions of a model through time, rather than each subsequent model revision.
Journal ArticleDOI
Adiposity-Mortality Relationships in Type 2 Diabetes, Coronary Heart Disease, and Cancer Subgroups in the UK Biobank, and Their Modification by Smoking
David A. Jenkins,Jack Bowden,Heather A. Robinson,Naveed Sattar,Ruth J. F. Loos,Martin K. Rutter,Martin K. Rutter,Matthew Sperrin +7 more
TL;DR: The obesity paradox was observed in people with type 2 diabetes and is heavily modified by smoking status, and the results of subgroup analyses and statistical adjustments are consistent with reverse causality and confounding.