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The aim of this study was to identify more homogeneous clusters of patients with sepsis and septic shock according to their initial clinical and biological characteristics.
The resulting association matrix is symmetric and produces more homogeneous clusters in terms of the number of targets of their trans-factors.
This clustering step was performed by using stringent parameters (see Methods) in order to favour the selection of more homogeneous clusters.
The CD-HIT program has many parameters such as sequence length, alignment length and alignment coverage for users to finely tune the clustering process to form more homogeneous clusters.
The focus of the solution presented here is simplistic clarity, the 4-cluster solution, whereas the 7-cluster solution presents smaller but more homogeneous clusters with detailed clinical information.
For the most heterogeneous clusters that are obtained at k-level 0.90 the proportion of correctly assigned cluster members is about two-thirds, and it rises more than 80% for the structurally more homogeneous clusters obtained at k-level 0.00.
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For example, a distribution range was observed to change from ~20 nm to more than 200 nm as Ni thicknesses changes from ~4 to ~22 nm, which implies that small Ni thicknesses are also to be preferred, if more homogeneous cluster size distribution is needed during the synthesis of carbon nanotubes.
The dendrograms showed more homogeneous clustering of samples for isoform level expression analysis than for gene level expression analysis.
Transcripts were assigned to empirically defined expression patterns using the k-means clustering algorithm, which generally finds a clustering solution with a smaller within-cluster sum of distances (meaning a more homogeneous cluster) than hierarchical clustering techniques.
When we increased the minimum hit fraction the size of the largest cluster was reduced and the data became more fragmented, as reflected in the increasing number of clusters (Table 2), but also more homogeneous within clusters.
The clusters resulting from the LM optimization are tighter and more homogeneous within clusters than those resulting from PT.
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more homogeneous ones
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