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...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Yiyun, Roberts, Craig S., Ou, Wanmei, Petigara, Tanaz, Goldmacher, Gregory V., Fancourt, Nicholas, Knoll, Maria Deloria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216551/
https://www.ncbi.nlm.nih.gov/pubmed/34153076
http://dx.doi.org/10.1371/journal.pone.0253239

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8216551/
https://www.ncbi.nlm.nih.gov/pubmed/34153076
http://dx.doi.org/10.1371/journal.pone.0253239

Ejemplares similares