Pattern recognition approaches in DNA microarray analysis

Summarization: Introduction 2. Wrapper filtering criteria via a linear neuron and Kernel approaches 3. The linear neuron as marker selector and clinical predictor in cancer gene analysis 4. Revealing significant biological knowledge for marker gene selection in breast cance

The linear neuron as marker selector and clinical predictor in cancer gene analysis

Summarization: The problem of gene selection has been extensively studied in a number of scientific works using various kinds of methods. However, the application of a linear neuron is a novel approach possessing several advantages. In this work we propose to study the behavior of such a linear neuron, appropriately adapted and trained to the problem of gene selection in the DNA microarray experiment.Παρουσιάστηκε στο: Computer methods and programs in biomedicin