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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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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Bermejo-Peláez, David, Ash, Samuel Y., Washko, George R., San José Estépar, Raúl, Ledesma-Carbayo, María J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online: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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