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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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Bibliografski detalji
Izdano u:PLoS One
Glavni autori: Gu, Yu, Lu, Xiaoqi, Zhang, Baohua, Zhao, Ying, Yu, Dahua, Gao, Lixin, Cui, Guimei, Wu, Liang, Zhou, Tao
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2019
Teme:
Online pristup: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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