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Automatic lung nodule detection using multi-scale dot nodule-enhancement filter and weighted support vector machines in chest computed tomography

A novel CAD scheme for automated lung nodule detection is proposed to assist radiologists with the detection of lung cancer on CT scans. The proposed scheme is composed of four major steps: (1) lung volume segmentation, (2) nodule candidate extraction and grouping, (3) false positives reduction for...

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Publicado en:PLoS One
Main Authors: Gu, Yu, Lu, Xiaoqi, Zhang, Baohua, Zhao, Ying, Yu, Dahua, Gao, Lixin, Cui, Guimei, Wu, Liang, Zhou, Tao
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6328111/
https://ncbi.nlm.nih.gov/pubmed/30629724
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0210551
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