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Texton and Sparse Representation Based Texture Classification of Lung Parenchyma in CT Images

Automated texture analysis of lung computed tomography (CT) images is a critical tool in subtyping pulmonary emphysema and diagnosing chronic obstructive pulmonary disease (COPD). Texton-based methods encode lung textures with nearest-texton frequency histograms, and have achieved high performance f...

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Pubblicato in:Conf Proc IEEE Eng Med Biol Soc
Autori principali: Yang, Jie, Feng, Xinyang, Angelini, Elsa D., Laine, Andrew F.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5412121/
https://ncbi.nlm.nih.gov/pubmed/28268558
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2016.7590939
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