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Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort

Emphysema is one of the hallmarks of Chronic Obstructive Pulmonary Disorder (COPD), a devastating lung disease often caused by smoking. Emphysema appears on Computed Tomography (CT) scans as a variety of textures that correlate with disease subtypes. It has been shown that the disease subtypes and t...

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Detalhes bibliográficos
Publicado no:Mach Learn Med Imaging
Main Authors: Binder, Polina, Batmanghelich, Nematollah K., Estepar, Raul San Jose, Golland, Polina
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5317320/
https://ncbi.nlm.nih.gov/pubmed/28232959
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-47157-0_22
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