Application of the combination of capillary electrophoresis with wavelet neural network in the assisted clinical diagnosis of breast cancer
文献类型：期刊论文
| 作者 | Xiong, JH; Zheng, YF; Zhang, PD; Shi, XZ; Yang, J; Zhang, YK; Xu, GW |
| 刊名 | chemical journal of chinese universities-chinese
 |
| 出版日期 | 2003-05-01 |
| 卷号 | 24期号:5页码:803-807 |
| 关键词 | wavelet neural network neural network capillary electrophoresis nucleosides urine |
| 英文摘要 | thirteen kinds of normal and modified nucleosides were determined in urine samples from, 46 healthy persons and 26 breast cancer patients by capillary electrophoresis. a wavelet neural network model has been used as a powerful pattern recognition tool to distinguish breast cancer patients from healthy persons. the recognition rate for the training set reached to 100% and above 96% of people in the predicting set were correctly classified. compared with standard backpropagation neural network, wavelet neural network had stronger abilities of information extraction and approximation. the results also demonstrated that the predicting ability of wavelet neural network was higher than those of principal component analysis and linear discriminant analysis. the combination of capillary electrophoresis and wavelet neural network was expected to be an assisted tool for the clinical diagnosis of breast cancer. |
| WOS标题词 | science & technology ; physical sciences |
| 类目[WOS] | chemistry, multidisciplinary |
| 研究领域[WOS] | chemistry |
| 关键词[WOS] | modified nucleosides ; signals |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000183017600013 |
| 公开日期 | 2015-11-10 |
| 源URL | [http://159.226.238.44/handle/321008/138317]  |
| 专题 | 大连化学物理研究所_中国科学院大连化学物理研究所 |
| 作者单位 | Chinese Acad Sci, Dalian Inst Chem Phys, Natl Chromatog R & A Ctr, Dalian 116011, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xiong, JH,Zheng, YF,Zhang, PD,et al. Application of the combination of capillary electrophoresis with wavelet neural network in the assisted clinical diagnosis of breast cancer[J]. chemical journal of chinese universities-chinese,2003,24(5):803-807. |
| APA | Xiong, JH.,Zheng, YF.,Zhang, PD.,Shi, XZ.,Yang, J.,...&Xu, GW.(2003).Application of the combination of capillary electrophoresis with wavelet neural network in the assisted clinical diagnosis of breast cancer.chemical journal of chinese universities-chinese,24(5),803-807. |
| MLA | Xiong, JH,et al."Application of the combination of capillary electrophoresis with wavelet neural network in the assisted clinical diagnosis of breast cancer".chemical journal of chinese universities-chinese 24.5(2003):803-807. |
入库方式： OAI收割
来源：大连化学物理研究所
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