Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Several gene selection methods have been proposed to identify sets of genes re- lated to a particular disease or to a particular functional status of the tissue. An open problem with gene selection methods consists in evaluating their perfor- mance; since  usually know only a smell subset of the genes involved in the onset of a status, and many times no relevant genes are known "a priori".  propose an artificial system, based on modeling gene expression signatures, to generate synthetic gene expression data for validating gene selection methods. Comparison beten gene selection methods using data generated through the artificial model are performed and preliminary results are reported.
['Francesca Ruffino']
I am writing a research paper on a idea GENE EXPRESSION DATA MODELING AND VALIDATION OF GENE SELECTION METHODS
[{"from": "human", "value": "I am writing a research paper on a idea GENE EXPRESSION DATA MODELING AND VALIDATION OF GENE SELECTION METHODS"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Several gene selection methods have been proposed to identify sets of genes re- lated to a particular disease or to a particular functional status of the tissue. An open problem with gene selection methods consists in evaluating their perfor- mance; since  usually know only a smell subset of the genes involved in the onset of a status, and many times no relevant genes are known \"a priori\".  propose an artificial system, based on modeling gene expression signatures, to generate synthetic gene expression data for validating gene selection methods. Comparison beten gene selection methods using data generated through the artificial model are performed and preliminary results are reported."}]