Intelligent Recognition of Lung Nodule Combining Rule-based and C-SVM Classifiers

Intelligent Recognition of Lung Nodule Combining Rule-based and C-SVM Classifiers

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Computer-aided detection(CAD) system for lung nodules plays the important role in the diagnosis of lung cancer. In this paper, an improved intelligent recognition method of lung nodule in HRCT combing rule-based and cost-sensitive support vector machine(C-SVM) classifiers is proposed for detecting b...

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Bibliographic Details
Main Authors: Bin Li, Jing Zhang, Lianfang Tian, Li Tan, Shijie Xiang, Shanxing Ou
Format: Article
Language:English
Published: Springer 2012-02-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Lung nodules
computer-aided detection
recognition
lung cancer
image segmentation
support vector machine
Online Access:https://www.atlantis-press.com/article/25867960.pdf
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