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FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection
OBJECTIVE: The study sought to test the possibility of differentiating chest x-ray images of coronavirus disease 2019 (COVID-19) against other pneumonia and healthy patients using deep neural networks. MATERIALS AND METHODS: We construct the radiography (x-ray) imaging data from 2 publicly available...
Autores principales: | Qiao, Zhi, Bae, Austin, Glass, Lucas M, Xiao, Cao, Sun, Jimeng |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7665533/ https://www.ncbi.nlm.nih.gov/pubmed/33125051 http://dx.doi.org/10.1093/jamia/ocaa280 |
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