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Detection of Solitary Pulmonary Nodules Based on Brain-Computer Interface
Qiu, Shi1; Li, Junjun2; Cong, Mengdi3; Wu, Chun4; Qin, Yan4; Liang, Ting2,5
作者部门光谱成像技术研究室
2020-06-15
发表期刊COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE
ISSN1748-670X;1748-6718
卷号2020
产权排序1
摘要

Solitary pulmonary nodules are the main manifestation of pulmonary lesions. Doctors often make diagnosis by observing the lung CT images. In order to further study the brain response structure and construct a brain-computer interface, we propose an isolated pulmonary nodule detection model based on a brain-computer interface. First, a single channel time-frequency feature extraction model is constructed based on the analysis of EEG data. Second, a multilayer fusion model is proposed to establish the brain-computer interface by connecting the brain electrical signal with a computer. Finally, according to image presentation, a three-frame image presentation method with different window widths and window positions is proposed to effectively detect the solitary pulmonary nodules.

DOI10.1155/2020/4930972
收录类别SCI
语种英语
WOS记录号WOS:000546247300001
出版者HINDAWI LTD
引用统计
被引频次:9[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/93589
专题光谱成像技术研究室
通讯作者Cong, Mengdi; Liang, Ting
作者单位1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Key Lab Spectral Imaging Technol CAS, Xian 710119, Peoples R China
2.Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Radiol, Xian 710061, Peoples R China
3.Childrens Hosp Hebei Prov, Dept Computed Tomog & Magnet Resonance, Shijiazhuang 050031, Peoples R China
4.BeiJing Hitech Inst, Beijing 00085, Peoples R China
5.Xi An Jiao Tong Univ, Sch Life Sci & Technol, Minist Educ, Dept Biomed Engn,Key Lab Biomed Informat Engn, Xian 710061, Peoples R China
推荐引用方式
GB/T 7714
Qiu, Shi,Li, Junjun,Cong, Mengdi,et al. Detection of Solitary Pulmonary Nodules Based on Brain-Computer Interface[J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE,2020,2020.
APA Qiu, Shi,Li, Junjun,Cong, Mengdi,Wu, Chun,Qin, Yan,&Liang, Ting.(2020).Detection of Solitary Pulmonary Nodules Based on Brain-Computer Interface.COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE,2020.
MLA Qiu, Shi,et al."Detection of Solitary Pulmonary Nodules Based on Brain-Computer Interface".COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2020(2020).
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