Zobrazeno 1 - 10
of 3 866
pro vyhledávání: '"Woolford, A"'
Imbalanced binary classification problems arise in many fields of study. When using machine learning models for these problems, it is common to subsample the majority class (i.e., undersampling) to create a (more) balanced dataset for model training.
Externí odkaz:
http://arxiv.org/abs/2412.16209
When modelling data where the response is dichotomous and highly imbalanced, response-based sampling where a subset of the majority class is retained (i.e., undersampling) is often used to create more balanced training datasets prior to modelling. Ho
Externí odkaz:
http://arxiv.org/abs/2410.18144
Autor:
Ran Tian, Yaolei Zhang, Hui Kang, Fan Zhang, Zhihong Jin, Jiahao Wang, Peijun Zhang, Xuming Zhou, Janet M. Lanyon, Helen L. Sneath, Lucy Woolford, Guangyi Fan, Songhai Li, Inge Seim
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract Sirenians of the superorder Afrotheria were the first mammals to transition from land to water and are the only herbivorous marine mammals. Here, we generated a chromosome-level dugong (Dugong dugon) genome. A comparison of our assembly with
Externí odkaz:
https://doaj.org/article/a73b8c2bf159422692eb93a7955e8749
Autor:
Holly Tibble, Tanja Mueller, Euan Proud, Elliott Hall, Amanj Kurdi, Chris Robertson, Marion Bennie, Lana Woolford, Lynn Laidlaw, Kamil Sterniczuk, Aziz Sheikh
Publikováno v:
npj Primary Care Respiratory Medicine, Vol 34, Iss 1, Pp 1-10 (2024)
Abstract We sought to investigate the incidence of severe COVID-19 outcomes after treatment with antivirals and neutralising monoclonal antibodies, and estimate the comparative effectiveness of treatments in community-based individuals. We conducted
Externí odkaz:
https://doaj.org/article/25fdab0461c849a397bd2f98a78f1cf7
Publikováno v:
In The Veterinary Journal December 2024 308
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-17 (2024)
Abstract Background Farmers face numerous barriers to accessing professional mental health services and instead report a preference for informal support systems, such as lay or peer networks. Farmers also experience barriers to investing time in main
Externí odkaz:
https://doaj.org/article/08ab147e744a4febabbd944c35f3a50d
Autor:
Ayers, Taylor N.1 (AUTHOR), Woolford, John L.1 (AUTHOR) jw17@andrew.cmu.edu
Publikováno v:
Biomolecules (2218-273X). Aug2024, Vol. 14 Issue 8, p975. 26p.
Publikováno v:
In The Pediatric Clinics of North America October 2024 71(5):927-941
Autor:
Katherine B. Starzyk, Iloradanon H. Efimoff, Katelin Helene Siemens Neufeld, Andrew Woolford, Aleah S. M. Fontaine, James E. Young, Andrea Bunt, Jessica Trickey, Struan Sinclair, Adam Muller
Publikováno v:
Frontiers in Social Psychology, Vol 2 (2024)
Indigenous Peoples in Canada have endured many genocidal efforts, such as residential schools. Across the country, initiatives to promote critical historical education about residential schools are underway, ranging in duration, content, and immersio
Externí odkaz:
https://doaj.org/article/7c6f8471ab754dae8c842de98cf52a19
Autor:
Karen Jeffrey, Lana Woolford, Rishma Maini, Siddharth Basetti, Ashleigh Batchelor, David Weatherill, Chris White, Vicky Hammersley, Tristan Millington, Calum Macdonald, Jennifer K. Quint, Robin Kerr, Steven Kerr, Syed Ahmar Shah, Igor Rudan, Adeniyi Francis Fagbamigbe, Colin R. Simpson, Srinivasa Vittal Katikireddi, Chris Robertson, Lewis Ritchie, Aziz Sheikh, Luke Daines
Publikováno v:
EClinicalMedicine, Vol 71, Iss , Pp 102590- (2024)
Summary: Background: Long COVID is a debilitating multisystem condition. The objective of this study was to estimate the prevalence of long COVID in the adult population of Scotland, and to identify risk factors associated with its development. Metho
Externí odkaz:
https://doaj.org/article/c1e6806f0ae24b9784ab3aaca0dacd2d