Graham J, Errington P, Jennings A
Wolfson Image Analysis Unit, Department of Medical Biophysics, University of Manchester, UK.
J Radiat Res. 1992 Mar;33 Suppl:250-7. doi: 10.1269/jrr.33.supplement_250.
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.
