To improve the forecast, data can be input into the ensemble to update (correct) it.
The data can be input by typing free text, including numeric data, as well as the different selections from the pull-down list.
The data can be input as an R/Bioconductor ExpressionSet or a matrix to be converted into an ExpressionSet using customSummarizer.
Furthermore, multi-omics data including SNP, CNV, methylation, miRNA, and gene expression data can be inputs for ATHENA in order to determine the meta-dimensional models of complex disease.
In particular, multi-omics data such as CNA, methylation, miRNA, and gene expression data can be inputs for ATHENA in order to determine the meta-dimensional models of complex disease.
In particular, multi-omics data including copy number variation (CNV), methylation, miRNA, and gene expression data can be inputs for ATHENA in order to determine the meta-dimensional models of complex disease.
Once a rigorous general model has been built and tested, then patient-specific data can be input in real-time, which will, ideally, allow the simulation to identify likely outcomes and flag potentially adverse consequences before they occur.
As a further step, the neighborhood values for each individual experiment and the original data can be input into another machine learning algorithm such as Random Forest analysis [ 81], which can be trained to separate chromosomal from non-chromosomal proteins using proteins of known behavior.
Data collected can be input into a spreadsheet that performs all necessary calculations to get results about overall crossing safety and at macro-criteria level.
In the tactical level, the data can be the input for the service adjustments and network development.
