期刊文献+

The Contribution of Artificial Intelligence Tools in Screening for Cancer of the Cervix

The Contribution of Artificial Intelligence Tools in Screening for Cancer of the Cervix
下载PDF
导出
摘要 Recently, research into pathological cytology were intended to put in places of artificial intelligence systems based on the development of new diagnostic technologies and the cell image segmentation. These technologies are not intended to substitute the human expert but to facilitate his task. The objective of this work is to develop a method for diagnosing cancer cervical smears using cervical-vaginal segmented to build the authors' database and a human supervisor and as an automatic tool manage and monitor the execution of the operation of diagnostic and proposing corrective actions if necessary. The Supervisor Smart is manufactured by the technique of neural networks with a success rate of 43.3% followed by the technique of fuzzy logic with a success rate equal to 56.7% and finally to improve this rate we used neuro-fuzzy approach which has a rate which reaches 94%.
出处 《Computer Technology and Application》 2011年第6期479-486,共8页 计算机技术与应用(英文版)
关键词 Cervical smear-vaginal (CSV) artificial intelligence SUPERVISOR fuzzy logic neural networks 人工智能系统 子宫颈癌 智能工具 筛选 诊断技术 神经网络技术 模糊逻辑技术 图像分割
  • 相关文献

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