Sentence examples for by using cluster analyses from inspiring English sources

In the case of DNA microarray data, similar patterns of gene expression data are often investigated by using cluster analyses, such as K-means clustering 4 and hierarchical clustering.

The BRIDGE-BPD study aims to discover new causal genes for BPD by high throughput sequencing using cluster analyses based on improved and standardised deep, multi-system phenotyping of cases.

The studies described in this review paper have produced interesting results by showing the feasibility of using cluster analyses and associated statistical methods for unraveling the heterogeneity of COPD patients.

Subgroups of tumours defined by similar pathway aberrations were identified using clustering analyses.

It was not surprising that the genes identified by the SDA approach differed from those identified using clustering analyses.

The scientists used cluster analyses to delineate 10 molecular subgroups.

Heat maps and clustering analyses were performed by using Cluster and Treeview software [ 27].

Secondary outcome measures i.e. incidences of falls and fall-related fractures will be analysed by using cluster-adjusted Poisson-regression models, assuming Poisson-distributions.

Their simple formula provides a good estimate of sample size requirements for trials analysed using cluster-level analyses weighted by cluster size and a conservative estimate for other types of analyses.

The main hypotheses will be tested using cluster-level analyses.

Cluster analyses were performed using Cluster 3.0 software developed by Eisen et al. [34].