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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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Dades bibliogràfiques
Publicat a:Sci Rep
Autors principals: Bermejo-Peláez, David, Ash, Samuel Y., Washko, George R., San José Estépar, Raúl, Ledesma-Carbayo, María J.
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
Matèries:
Accés en línia: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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