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Classification of Interstitial Lung Abnormality Patterns with an Ensemble of Deep Convolutional Neural Networks

Subtle interstitial changes in the lung parenchyma of smokers, known as Interstitial Lung Abnormalities (ILA), have been associated with clinical outcomes, including mortality, even in the absence of Interstitial Lung Disease (ILD). Although several methods have been proposed for the automatic ident...

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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: Bermejo-Peláez, David, Ash, Samuel Y., Washko, George R., San José Estépar, Raúl, Ledesma-Carbayo, María J.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2020
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6962320/
https://ncbi.nlm.nih.gov/pubmed/31941918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-56989-5
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