A method and system for reducing the noise content of molecular diagnostic signals. One or more hybridized microarrays derived from one or more biological samples. Gene expression data is obtained from the microarray and is filtered utilizing a signal transduction model. By incorporating the use of numerical representation of the signal transduction model, errors from measurement and process noise can be reduced.