A neural network chromosome classifier.
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.
Graham
J
J
Wolfson Image Analysis Unit, Department of Medical Biophysics, University of Manchester, UK.
Errington
P
P
Jennings
A
A
D002875:Chromosomes; D002965:Classification / Q000379:methods*; D006801:Humans; D016571:Neural Networks, Computer