of Chromosomes Based on Neural Network

摘要：

In this paper, a new method based on a probabilistic neural network (PNN) was used to the chromosome classification task. Tests were conducted on the Copenhagen, Edinburgh, and Philadelphia databases of digitized images of human chromosome spreads. The results show that the recognition rates are superior to the maximum likelihood or back propagation neural network methods.

关键词： Neural network Classifier PNN

作者: ZHANG XuRong ZHAO JiuFen XU Jian ZHAO JiuLing

作者单位: BeiJing Institute of Technology, BeiJing 100081, China The Second Artillery Engineering Institute, Xian 710025, China Shenzhen Branch of China Construction Bank, ShenZhen 518040, China

会议类型: 国际会议

会议名称: 第七届国际测试技术研讨会

会议地点: 北京

会议语种:英文

在线出版日期: 2007-08-05（万方平台首次上网日期，不代表论文的发表时间）