Detection of Solitary Pulmonary Nodules Based on Brain-Computer Interface
文献类型:期刊论文
作者 | Qiu, Shi1; Li, Junjun2; Cong, Mengdi3; Wu, Chun4; Qin, Yan4; Liang, Ting2,5 |
刊名 | COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE |
出版日期 | 2020-06-15 |
卷号 | 2020 |
ISSN号 | 1748-670X;1748-6718 |
DOI | 10.1155/2020/4930972 |
产权排序 | 1 |
英文摘要 | 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. |
语种 | 英语 |
出版者 | HINDAWI LTD |
WOS记录号 | WOS:000546247300001 |
源URL | [http://ir.opt.ac.cn/handle/181661/93589] |
专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
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). |
入库方式: OAI收割
来源:西安光学精密机械研究所
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。