Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: CARMAb (Comprehensive R-based Microarray Analysis b service) is a b application designed for the analysis of microarray data. CARMAb performs data preprocessing (background correction, quality control and normalization), detection of differentially expressed genes, cluster analysis, dimension reduction and visualization, classification, and Gene Ontology-term analysis. This b application accepts raw data from a variety of imaging software tools for the most widely used microarray platforms: Affymetrix GeneChips, spotted two-color microarrays and Applied Biosystems (ABI) microarrays. R and packages from the Bioconductor project are used as an analytical engine in combination with the R function Save, which allows automatic generation of analysis reports. These report files contain all R commands used to perform the analysis and guarantee therefore a maximum transparency and reproducibility for each analysis. The b application is implemented in Java based on the latest J2EE (Java 2 Enterprise Edition) software technology. CARMAb is freely available at https://carmab.genome.tugraz.at.
['Johannes Rainer', 'Fátima Sánchez-Cabo', 'Gernot Stocker', 'Alexander Sturn', 'Zlatko Trajanoski']
I am writing a research paper on a idea CARMAweb: comprehensive R- and bioconductor-based web service for microarray data analysis
[{"from": "human", "value": "I am writing a research paper on a idea CARMAweb: comprehensive R- and bioconductor-based web service for microarray data analysis"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: CARMAb (Comprehensive R-based Microarray Analysis b service) is a b application designed for the analysis of microarray data. CARMAb performs data preprocessing (background correction, quality control and normalization), detection of differentially expressed genes, cluster analysis, dimension reduction and visualization, classification, and Gene Ontology-term analysis. This b application accepts raw data from a variety of imaging software tools for the most widely used microarray platforms: Affymetrix GeneChips, spotted two-color microarrays and Applied Biosystems (ABI) microarrays. R and packages from the Bioconductor project are used as an analytical engine in combination with the R function Save, which allows automatic generation of analysis reports. These report files contain all R commands used to perform the analysis and guarantee therefore a maximum transparency and reproducibility for each analysis. The b application is implemented in Java based on the latest J2EE (Java 2 Enterprise Edition) software technology. CARMAb is freely available at https://carmab.genome.tugraz.at."}]