Zobrazeno 1 - 10
of 2 407
pro vyhledávání: '"P. D. Richard"'
Global variable importance measures are commonly used to interpret machine learning model results. Local variable importance techniques assess how variables contribute to individual observations rather than the entire dataset. Current methods typical
Externí odkaz:
http://arxiv.org/abs/2411.08821
Autor:
Xinchun Gu, Utkarsh Agrawal, William Midgley, Stuart Bedston, Sneha N. Anand, Rosalind Goudie, Rachel Byford, Mark Joy, Gavin Jamie, Uy Hoang, Jose M. Ordóñez-Mena, Chris Robertson, F. D. Richard Hobbs, Ashley Akbari, Aziz Sheikh, Simon de Lusignan
Publikováno v:
npj Vaccines, Vol 9, Iss 1, Pp 1-9 (2024)
Abstract Vaccines against COVID-19 and influenza can reduce the adverse outcomes caused by infections during pregnancy, but vaccine uptake among pregnant women has been suboptimal. We examined the COVID-19 and influenza vaccine uptake and disparities
Externí odkaz:
https://doaj.org/article/a47ce09c29e349398e752a12f8c59824
Autor:
Kelvyn Bladen, D. Richard Cutler
Publikováno v:
Electronic Research Archive, Vol 32, Iss 7, Pp 4495-4514 (2024)
Permutation techniques have been used extensively in machine learning algorithms for evaluating variable importance. In ordinary regression, however, variables are often removed to gauge their importance. In this paper, we compared the results for pe
Externí odkaz:
https://doaj.org/article/c8e557e7ede943be99dbc1d8a1f2a560
Autor:
Meredith Leston, Debasish Kar, Anna Forbes, Gavin Jamie, Rashmi Wimalaratna, Gunjan Jiwani, José M. Ordóñez-Mena, Daniel E. Stewart, Heather Whitaker, Mark Joy, Lennard Y. W. Lee, F. D. Richard Hobbs, Simon de Lusignan
Publikováno v:
Frontiers in Immunology, Vol 15 (2024)
BackgroundAdults classified as immunosuppressed have been disproportionately affected by the COVID-19 pandemic. Compared to the immunocompetent, certain patients are at increased risk of suboptimal vaccine response and adverse health outcomes if infe
Externí odkaz:
https://doaj.org/article/0644872143c6462c9a58b3de56937cd3
Autor:
David Herrera, Mariano Sanz, Lior Shapira, Carlos Brotons, Iain Chapple, Thomas Frese, Filippo Graziani, F. D. Richard Hobbs, Olivier Huck, Eva Hummers, Søren Jepsen, Oleg Kravtchenko, Phoebus Madianos, Ana Molina, Mehmet Ungan, Josep Vilaseca, Adam Windak, Shlomo Vinker
Publikováno v:
European Journal of General Practice, Vol 30, Iss 1 (2024)
Background Periodontitis is a chronic inflammatory non-communicable disease (NCD) characterised by the destruction of the tooth-supporting apparatus (periodontium), including alveolar bone, the presence of periodontal pockets, and bleeding on probing
Externí odkaz:
https://doaj.org/article/f9dcf5420f91495fbdff587fd5e88cc7
Publikováno v:
Cerâmica, Vol 70 (2024)
Abstract This study examines the influence of fabrication parameters on the morphological, optical, and structural characteristics of zinc oxide (ZnO) films prepared using the jet nebulizer spray pyrolysis technique. Specifically, we analyze the impa
Externí odkaz:
https://doaj.org/article/7d15372732de48828d99d50abe7073b0
Publikováno v:
Conservation Science and Practice, Vol 6, Iss 10, Pp n/a-n/a (2024)
Abstract In response to biodiversity declines worldwide, over 190 nations committed to protect 30% of their lands and waters by 2030 (hereafter, 30×30). Systematic conservation planning and return on investment analysis can be helpful tools for dete
Externí odkaz:
https://doaj.org/article/8ea89199565b49daa516e7f3d20467a1
Autor:
James P Sheppard, PhD, Eleanor Temple, MSc, Ariel Wang, PhD, Anne Smith, Stephanie Pollock, DPhil, ProfFMedSci Gary A Ford, DPhil, ProfFMedSci F D Richard Hobbs, DPhil, Nicola Kenealy, BSc, ProfFMedSci Paul Little, BSc, Mark Lown, MRCGP, ProfMD Simon de Lusignan, MRCGP, ProfMD Jonathan Mant, MRCGP, David McCartney, MRCGP, ProfFBPhS Rupert A Payne, MRCGP, Marney Williams, BEd, ProfDPhil Ly-Mee Yu, BEd, ProfPhD Richard J McManus, BEd
Publikováno v:
The Lancet. Healthy Longevity, Vol 5, Iss 8, Pp e563-e573 (2024)
Summary: Background: Deprescribing of antihypertensive medications is recommended for some older patients with low blood pressure and frailty. The OPTiMISE trial showed that this deprescribing can be achieved with no differences in blood pressure con
Externí odkaz:
https://doaj.org/article/99c4b3898fd3455dbed667415247c267
Autor:
Heather Ganshorn
Publikováno v:
Evidence Based Library and Information Practice, Vol 4, Iss 4, Pp 71-73 (2009)
Objective – To determine whether providing library and informatics training to public health professionals would increase the number and sophistication of work‐related questions asked by these workers.Design – Randomized controlled trial.Settin
Externí odkaz:
https://doaj.org/article/9428b16039ad44628b8bb0166877a142
Autor:
Carter Patrice, Fuat Ahmet, Haas Sylvia, Smyth Elizabeth, Brotons Carlos, Cools Frank, Bauersachs Rupert, Hobbs F. D. Richard
Publikováno v:
BMC Primary Care, Vol 25, Iss 1, Pp 1-10 (2024)
Abstract Background Direct oral anticoagulants for the treatment of venous thromboembolism are supported by robust clinical trial evidence. Despite published guidance, general practitioners are faced with increasingly complex decisions and implementa
Externí odkaz:
https://doaj.org/article/631f23b0bb5f42a78a58e2dfce97e34a