期刊文献+

人工神经网络及其在疾病筛查中的应用前景 被引量:9

Articial Neural Network and its Perspective on Disease Screening
下载PDF
导出
摘要 人工神经网络是模拟人脑工作机制的一种计算机模型,由于它有自适应性、并行处理能力和非线性处理的优点,所以在医学研究中得到广泛的应用。本文简单介绍了人工神经网络的工作原理和特点,并对人工神经网络技术在疾病筛查方面的最新应用作了综述,指出了它在筛查方面的优点及发展前景。 The artificial neural network is a computing system which imitates work of human brain. Because it posses advantaged of adaptive, parallel and nonlinear, it is widely used in medical researches. This review introduced the principle and feature of artificial neural network, summarized the latest application on screening, and pointed out it' s advantages and perspective.
出处 《环境与职业医学》 CAS 北大核心 2006年第1期71-73,共3页 Journal of Environmental and Occupational Medicine
关键词 人工神经网络 筛查 应用 计算机模型 artificial neural network screening application
  • 相关文献

参考文献9

  • 1周利锋,原少勤.人工神经网络的概念[J].医学信息(云南),1998,11(11):8-10. 被引量:6
  • 2Ronco AL.Use of artificial neural networks in modeling associations of discriminant factors:towards an intelligent selective breast cancer screening[J].Artificial Intelligence in Medicine,1999,16 (3):299-309.
  • 3Baker JA,Komguth PJ,Lo JY,et al.Breast cancer:prediction with artificial neural network based on BI-RADS standardized lexicon[J].Radiology,1995,196:817-822.
  • 4David B,Fogel EC,Wasson Ⅲ,et al.Evolving artificial neural networks for screening feature from mammograms[J].Artificial Intelligence in Medicine,1998,14:317-326.
  • 5Les I,Petra M,Annabelle F,et al.A randomized crossover trail of PAPNET for primary cervical screening[J].Clin Epidem,2004,57:75-81.
  • 6Veneti S,Papaefthimiou M,Symiakaki H,et al.PAPNET for cervical cytology screening.Experience in Greece[J].Acta Cytol,1999,43(1):30-33.
  • 7高蔚,施侣元,董福霞.神经网络辅助糖尿病筛查的应用研究[J].中国公共卫生,2002,18(2):157-158. 被引量:7
  • 8Sebastian P,Aleksander M.Artificial intelligence technology as a tool for initial GDM screening[J].Expert Systems with Applications,2004,26:455-460.
  • 9钱玲,施侣元,程茂金.应用人工神经网络预测糖尿病/糖耐量异常[J].中国公共卫生,2003,19(10):1272-1274. 被引量:11

二级参考文献7

共引文献19

同被引文献108

引证文献9

二级引证文献42

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部