A novel fusion algorithm for benign-malignant lung nodule classification on CT images

A novel fusion algorithm for benign-malignant lung nodule classification on CT images

Abstract The accurate recognition of malignant lung nodules on CT images is critical in lung cancer screening, which can offer patients the best chance of cure and significant reductions in mortality from lung cancer. Convolutional Neural Network (CNN) has been proven as a powerful method in medical...

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Bibliographic Details
Main Authors: Ling Ma, Chuangye Wan, Kexin Hao, Annan Cai, Lizhi Liu
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Pulmonary Medicine
Subjects:
Lung cancer
Lung nodule classification
Information fusion
Deep convolutional neural network
Graph convolutional network
Computed tomography (CT)
Online Access:https://doi.org/10.1186/s12890-023-02708-w

Internet

https://doi.org/10.1186/s12890-023-02708-w

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