Deep learning for classification of pediatric chest radiographs by WHO’s standardized methodology

BACKGROUND: The World Health Organization (WHO)-defined radiological pneumonia is a preferred endpoint in pneumococcal vaccine efficacy and effectiveness studies in children. Automating the WHO methodology may support more widespread application of this endpoint. METHODS: We trained a deep learning...

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Veröffentlicht in:PLoS One
Hauptverfasser: Chen, Yiyun, Roberts, Craig S., Ou, Wanmei, Petigara, Tanaz, Goldmacher, Gregory V., Fancourt, Nicholas, Knoll, Maria Deloria
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2021
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Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8216551/
https://ncbi.nlm.nih.gov/pubmed/34153076
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0253239
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