Sentence examples for based on expression measurements from inspiring English sources

After data normalization, principle components analysis (PCA) was used to identify significant outliers based on expression measurements.

On the other hand, the inter-patient proximities based on gene expression measurements across days (gene expression profile) for a specific gene reflected the variability of patients either according to response of this gene to treatment, or according to genetic heterogeneity of patients, or both.

Given a gene expression matrix, a RF classifier was constructed to classify tissue samples into relevant disease classes (NN, PN, PP) based on gene expression measurements (variables).

The inference of biological networks based on gene expression measurements is a complex task.

The correlation values are based on the expression measurements of the 32 samples.

To account for this phenomena we include an additional signal in our model, based on the expression measurements.

However, development of assays to identify likely responders to a drug based on gene expression measurements has some inherent difficulties.

This is because gene network inference is typically based on gene expression measurements across a wide range of conditions.

To demonstrate this, the pairwise similarity metrics between samples was calculated based on normalized expression measurements of all genes using Pearson's correlation coefficient.

Microarray diagnostics of tumour specimens is based on gene expression measurement of a specific set of predictive or prognostic genes.

All dynamic networks were obtained from [ 11], which pruned the static regulatory network based on gene expression measurement using the "trace-back" algorithm.