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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Sci Rep
Egile Nagusiak: Bermejo-Peláez, David, Ash, Samuel Y., Washko, George R., San José Estépar, Raúl, Ledesma-Carbayo, María J.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2020
Gaiak:
Sarrera elektronikoa: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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