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Using Machine Learning Methods Incorporating Individual Reader Annotations to Classify Paediatric Chest Radiographs in Epidemiological Studies

Introduction: Epidemiological studies that involve interpretation of chest radiographs (CXRs) suffer from inter-reader and intra-reader variability. Inter-reader and intra-reader variability hinder comparison of results from different studies or centres, which negatively affects efforts to track the...

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Detalles Bibliográficos
Autores principales: Mwaniki, Paul, Kamanu, Timothy, Akech, Samuel, Eijkemans, M. J. C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463539/
https://www.ncbi.nlm.nih.gov/pubmed/36111213
http://dx.doi.org/10.12688/wellcomeopenres.17164.2