A cancer recognition method based on dna microarray
文献类型：期刊论文
| 作者 | Su Qian1; An Dong1; Zhai Yafeng2; Wang Ku1; Wang Shoujue3 |
| 刊名 | Chinese journal of electronics
 |
| 出版日期 | 2009-07-01 |
| 卷号 | 18期号:3页码:491-493 |
| 关键词 | Cancer Classification Biomimetic pattern recognition |
| ISSN号 | 1022-4653 |
| 通讯作者 | Su qian(kawayis-tell@gmail.com) |
| 英文摘要 | The accurate cancer classification is of great importance in clinical treatment. recently, the dna microarray technology provides a promising approach to the diagnosis and prognosis of cancer types. however, it has no perfect method for the multiclass classification problem. the difficulty lies in the fact that the data are of high dimensionality with small sample size. this paper proposed an automatic classification method of multiclass cancers based on biomimetic pattern recognition (bpr). to the public gcm data set, the average correct classification rate reaches 80% under the condition that the correct rejection rate is 81%. |
| WOS关键词 | GENE-EXPRESSION DATA ; CLASSIFICATION |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Electrical & Electronic |
| 语种 | 英语 |
| WOS记录号 | WOS:000268110500021 |
| 出版者 | TECHNOLOGY EXCHANGE LIMITED HONG KONG |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2427515 |
| 专题 | 半导体研究所 |
| 通讯作者 | Su Qian |
| 作者单位 | 1.China Agr Univ, Coll Elect & Informat Engn, Beijing 100083, Peoples R China 2.China Agr Univ, Coll Biol Sci, Beijing 100083, Peoples R China 3.Chinese Acad Sci, Inst Semicond, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Su Qian,An Dong,Zhai Yafeng,et al. A cancer recognition method based on dna microarray[J]. Chinese journal of electronics,2009,18(3):491-493. |
| APA | Su Qian,An Dong,Zhai Yafeng,Wang Ku,&Wang Shoujue.(2009).A cancer recognition method based on dna microarray.Chinese journal of electronics,18(3),491-493. |
| MLA | Su Qian,et al."A cancer recognition method based on dna microarray".Chinese journal of electronics 18.3(2009):491-493. |
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来源：半导体研究所
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