Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images

Anum Masood,Bin Sheng,Ping Li,Xuhong Hou,Xiaoer Wei,Jing Qin,Dagan Feng

Journal of Biomedical Informatics（2018）

引用 180|浏览113

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摘要

•A computer-aided decision support system based on FCNN is proposed.•ROI-based segmentation has improved the nodule detection through DFCNet.•Cancer stage physiological symptoms prevalence and DFCNet output are used for cancer stage classification.

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关键词

Lung cancer stages,Nodule detection,Deep learning,Convolutional neural networks (CNN),mIoT (medical Internet of Things),MBAN (Medical Body Area Network)

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