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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Detalles Bibliográficos
Autores principales: Gu, Yu, Lu, Xiaoqi, Zhang, Baohua, Zhao, Ying, Yu, Dahua, Gao, Lixin, Cui, Guimei, Wu, Liang, Zhou, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6328111/
https://www.ncbi.nlm.nih.gov/pubmed/30629724
http://dx.doi.org/10.1371/journal.pone.0210551

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6328111/
https://www.ncbi.nlm.nih.gov/pubmed/30629724
http://dx.doi.org/10.1371/journal.pone.0210551

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