Automatic emphysema detection using weakly labeled HRCT lung images

PURPOSE: A method for automatically quantifying emphysema regions using High-Resolution Computed Tomography (HRCT) scans of patients with chronic obstructive pulmonary disease (COPD) that does not require manually annotated scans for training is presented. METHODS: HRCT scans of controls and of COPD...

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Vydáno v:PLoS One
Hlavní autoři: Pino Peña, Isabel, Cheplygina, Veronika, Paschaloudi, Sofia, Vuust, Morten, Carl, Jesper, Weinreich, Ulla Møller, Østergaard, Lasse Riis, de Bruijne, Marleen
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
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Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6188751/
https://ncbi.nlm.nih.gov/pubmed/30321206
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0205397
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