Reproducibility of microarray data: a further analysis of microarray quality control (MAQC) data

cDNA Microarray Data Normalization

microarray data analysis for detection and classification of viral infection

dna microarrays consist of collection of dna microscopic spots that in order to form an array attached to a solid surface such as glass, plastic or silicon chip. the pieces of fixed dna considered as a searcher. in this technology it is possible to test sample against thousands probes for specific genes. with this ability, arrays accelerate the biological investigations, gene finding, molecular...

Gene Expression Microarray Data Quality Control

Quality control (QC) of data is an important step when performing any microarray gene expression study. This technical note describes the concepts, metrics, and techniques for ascertaining data quality after all data have been collected. When used together, these techniques can help researchers identify outlier samples, the potential cause of outlier data, or decide whether a sample needs to be...

Gene Expression Microarray Data Quality Control

Quality control (QC) of data is an important step when performing any microarray gene expression study. This technical note describes the concepts, metrics, and techniques for ascertaining data quality after all data have been collected. When used together, these techniques can help researchers identify outlier samples, the potential cause of outlier data, or decide whether a sample needs to be...

the MicroArray Quality control (MAQc)-ii study of common practices for the development and validation of microarray-based predictive models

of guidelines for safe and effective use of preclinical and clinical genomic data. Although previous studies have compared and benchmarked individual steps in the model development process19, no prior published work has, to our knowledge, extensively evaluated current community practices on the development and validation of microarray-based predictive models. Microarray-based gene expression da...