Automated classification of lung bronchovascular anatomy in CT using AdaBoost

Lung CAD systems require the ability to classify a variety of pulmonary structures as part of the diagnostic process. The purpose of this work was to develop a methodology for fully automated voxel-by-voxel classification of airways, fissures, nodules, and vessels from chest CT images using a single...

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Main Authors: Ochs, Robert A., Goldin, Jonathan G., Abtin, Fereidoun, Kim, Hyun J., Brown, Kathleen, Batra, Poonam, Roback, Donald, McNitt-Gray, Michael F., Brown, Matthew S.
Formato: Artigo
Idioma:Inglês
Publicado: 2007
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Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2041873/
https://ncbi.nlm.nih.gov/pubmed/17482500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2007.03.004
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