A Cancer Recognition Method Based on DNA Microarray
文献类型：期刊论文
| 作者 | Su Q ; An D ; Zhai YF ; Wang K ; Wang SJ |
| 刊名 | chinese journal of electronics
 |
| 出版日期 | 2009 |
| 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 q china agr univ coll elect & informat engn beijing 100083 peoples r china. e-mail address: kawayis-tell@gmail.com |
| 中文摘要 | 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%. |
| 学科主题 | 人工智能 |
| 收录类别 | SCI |
| 资助信息 | national high technology research and development program of china 2006aa10a213 national natural science foundation of china 60805011 ph.d. programs foundation of ministry of education of china 200800191028 foundation for state key laboratory of pathogen and biosecurity 200705 this work is supported by the national high technology research and development program of china (no. 2006aa10a213) national natural science foundation of china (no. 60805011) the ph.d. programs foundation of ministry of education of china (no. 200800191028) and the foundation for state key laboratory of pathogen and biosecurity (no. 200705). |
| 语种 | 英语 |
| 公开日期 | 2010-03-08 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/7093]  |
| 专题 | 半导体研究所_中国科学院半导体研究所（2009年前） |
| 推荐引用方式 GB/T 7714 | Su Q,An D,Zhai YF,et al. A Cancer Recognition Method Based on DNA Microarray[J]. chinese journal of electronics,2009,18(3):491-493. |
| APA | Su Q,An D,Zhai YF,Wang K,&Wang SJ.(2009).A Cancer Recognition Method Based on DNA Microarray.chinese journal of electronics,18(3),491-493. |
| MLA | Su Q,et al."A Cancer Recognition Method Based on DNA Microarray".chinese journal of electronics 18.3(2009):491-493. |
入库方式： OAI收割
来源：半导体研究所
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