Words similar to gene-expression
Example sentences for: gene-expression
How can you use “gene-expression” in a sentence? Here are some example sentences to help you improve your vocabulary:
With standard implementations of the k-means algorithm, underestimating k will result in large clusters of many genes that display divergent gene-expression patterns, while overestimating k will over-fit the data and split groups of similarly expressed genes into multiple, small clusters.
In analyzing DNA microarray gene-expression data, a major role has been played by various cluster-analysis techniques, most notably by hierarchical clustering [ 3], K-means clustering [ 4] and self-organizing maps [ 5].
In addition, the algorithm performed slightly better on an input dataset that consisted of the subset of yeast genes that showed differential expression patterns, as opposed to the entire gene-expression dataset.
The performance of the proposed and existing methods was compared using simulated data and gene-expression data from four recently published cancer microarray studies.
After taking log-transformation, for each experiment we then standardize the transformed gene-expression levels by subtracting their median value.