Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Jonathan De Bruin"'
Autor:
Wouter Harmsen, Janke de Groot, Albert Harkema, Ingeborg van Dusseldorp, Jonathan de Bruin, Sofie van den Brand, Rens van de Schoot
Publikováno v:
Systematic Reviews, Vol 13, Iss 1, Pp 1-10 (2024)
Abstract Objectives In a time of exponential growth of new evidence supporting clinical decision-making, combined with a labor-intensive process of selecting this evidence, methods are needed to speed up current processes to keep medical guidelines u
Externí odkaz:
https://doaj.org/article/2d2755623ae049e391b2fc4386db5ed6
Publikováno v:
Systematic Reviews, Vol 13, Iss 1, Pp 1-8 (2024)
Abstract Software that employs screening prioritization through active learning (AL) has accelerated the screening process significantly by ranking an unordered set of records by their predicted relevance. However, failing to find a relevant paper mi
Externí odkaz:
https://doaj.org/article/d6de3fc8fc114c67a54928d81d327387
Autor:
Sergei Romanov, Abel Soares Siqueira, Jonathan de Bruin, Jelle Teijema, Laura Hofstee, Rens van de Schoot
Publikováno v:
Data Intelligence, Vol 6, Iss 2 (2024)
Externí odkaz:
https://doaj.org/article/5fcd35be3edb4a9ba96411742752c96d
Autor:
Gerbrich Ferdinands, Raoul Schram, Jonathan de Bruin, Ayoub Bagheri, Daniel L. Oberski, Lars Tummers, Jelle Jasper Teijema, Rens van de Schoot
Publikováno v:
Systematic Reviews, Vol 12, Iss 1, Pp 1-12 (2023)
Abstract Background Conducting a systematic review demands a significant amount of effort in screening titles and abstracts. To accelerate this process, various tools that utilize active learning have been proposed. These tools allow the reviewer to
Externí odkaz:
https://doaj.org/article/c7c5e34005af46069106053b87aa062e
Publikováno v:
Applied Sciences, Vol 14, Iss 9, p 3842 (2024)
In the screening phase of a systematic review, screening prioritization via active learning effectively reduces the workload. However, the PRISMA guidelines are not sufficient for reporting the screening phase in a reproducible manner. Text screening
Externí odkaz:
https://doaj.org/article/8d3a77bcb5ae44f0bd908cdeeb15f977
Autor:
Jelle Jasper Teijema, Laura Hofstee, Marlies Brouwer, Jonathan de Bruin, Gerbrich Ferdinands, Jan de Boer, Pablo Vizan, Sofie van den Brand, Claudi Bockting, Rens van de Schoot, Ayoub Bagheri
Publikováno v:
Frontiers in Research Metrics and Analytics, Vol 8 (2023)
IntroductionThis study examines the performance of active learning-aided systematic reviews using a deep learning-based model compared to traditional machine learning approaches, and explores the potential benefits of model-switching strategies.Metho
Externí odkaz:
https://doaj.org/article/23dc86b3683743ce9a2e4b2ab116f727
Autor:
Joep Steegmans, Jonathan de Bruin
Publikováno v:
Data in Brief, Vol 38, Iss , Pp 107327- (2021)
This data article describes user-generated data of Funda.nl, the largest online housing market website of the Netherlands. The data contain the inflow and outflow of hits (mouse clicks, opening of webpages, etc.) at the municipality level. The munici
Externí odkaz:
https://doaj.org/article/1a8ec4bdf18b483c91ff24c2eaf5501f
Autor:
Joep Steegmans, Jonathan de Bruin
Publikováno v:
PLoS ONE, Vol 16, Iss 3, p e0247712 (2021)
In this paper we apply a gravity framework to user-generated data of a large online housing market platform. We show that gravity describes the patterns of inflow and outflow of hits (mouse clicks, etc.) from one municipality to another, where the mu
Externí odkaz:
https://doaj.org/article/a3cbd9e5892749a7b613399f3a0fd423
In the screening phase of a systematic review, screening prioritization via active learning effectively reduces the workload. However, the PRISMA guidelines are not sufficient for reporting the screening phase in a reproducible manner. Text screening
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::08bb55b5b8a3e338b2178242621ce843
https://doi.org/10.31234/osf.io/g93zf
https://doi.org/10.31234/osf.io/g93zf
Autor:
Marlies Brouwer, Laura Hofstee, Sofie Arsenia Gabriëlla Eleonora van den Brand, Jelle Teijema, Gerbrich Ferdinands, Jan de Boer, Felix Weijdema, Bianca Kramer, Reinout Wiers, Claudi Bockting, Jonathan de Bruin, Rens van de Schoot
It is of utmost importance to provide an overview and strength of evidence of predictive factors and to investigate the current state of affairs on evidence for all published and hypothesized factors that contribute to the onset, relapse, and mainten
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b29c09b67e80125302c1961b859773ca
https://doi.org/10.31234/osf.io/j6nqz
https://doi.org/10.31234/osf.io/j6nqz