A NEURAL NETWORK CHROMOSOME CLASSIFIER

被引：20

作者：

GRAHAM, J ^{[1
]}

ERRINGTON, P ^{[1
]}

JENNINGS, A ^{[1
]}

机构：

[1] UNIV MANCHESTER,DEPT MED BIOPHYS,WOLFSON IMAGE ANAL UNIT,MANCHESTER M13 9PT,LANCS,ENGLAND

来源：

JOURNAL OF RADIATION RESEARCH | 1992年 / 33卷

关键词：

CHROMOSOME ANALYSIS; AUTOMATED KARYOTYPING; CLASSIFICATION; NEURAL NETWORKS;

D O I：

10.1269/jrr.33.SUPPLEMENT_250

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

We present a chromosome classifier for automated karyotyping of banded chromosomes which uses a multi-layer perception neural network. Two network configurations have been investigated. The resulting classifiers have been trained and tested on data from three different data sets covering a range of data quality. Classification results compare very favourably with those obtained using a highly optimised parametric classifier.

引用

页码：250 / 257

页数：8

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