The microarray technique uses gene-specific probes ... large collection of samples to allow an independent test set and training set. In practice, usually only a limited number of samples are ...

Agilent Technologies and Affymetrix donated all microarray kits and reagents and provided training without reimbursement but were not otherwise involved in either the conduct of the study or the ...

is a computational entity that accepts positive and negative training examples of a topic to be learned. Brown et al. demonstrate two compelling uses for SVM analysis of microarray data.

No writing assistance was utilized in the production of this manuscript. Microarray analysis identifies more chromosome abnormalities than traditional karyotyping in prenatal testing. Microarrays ...

The 15 chemicals in the training set elicited varying strengths of transcriptional responses in the rat liver, which allowed us to examine the concordance between microarray and RNA-seq in DEGs ...

One way they do this is to use a DNA microarray to determine the expression levels of genes. When a gene is expressed in a cell, it generates messenger RNA (mRNA). Overexpressed genes generate ...

Microarray patches also do not need to be administered by a medical professional and it is expected that volunteers would be able to give the vaccines after only brief training. Unlike ...

The patch can be administered by a lay person with minimal training, says Damon ... who received the measles-rubella vaccine either by the microarray device or by a conventional injection.

A 50-gene subtype predictor was developed using microarray and quantitative reverse transcriptase polymerase chain reaction data from 189 prototype samples. Test sets from 761 patients (no systemic ...

Courtesy of CombiMatrix The research community's rapid acceptance of microarrays notwithstanding, technical challenges remain. Biochip developers continue to grapple with these issues while upgrading ...

Expert Rev Mol Diagn. 2013;13(6):601-611. In other situations, normal microarray analysis in the presence of an abnormal karyotype, such as marker chromosomes, is reassuring, as it indicates that ...