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The input data of NSA are the summarized probe signals (θ A and θ B ) calculated using any summarization method such as dChip [ 13], RMA [ 14], CRMA v2 [ 1], ACNE [ 15], CalMaTe [ 16] for Affymetrix arrays or the one developed by [ 17] for Illumina technology.
While any summarization results in the loss of information, the 'per well' measurement includes cell morphology information that is unavailable to traditional high-throughput screening, and the image data can be later mined for further insights.
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Larger epidemiology studies have been limited to populations in which the same laboratory was used for all measures of insulin, making it impossible to conduct any quantitative summarization or meta-analysis of the results.
First, we have extracted a plain graph for JHotDraw, without any form of summarization.
Also, bias related to any form of summarization of the probes can be avoided in the comparison of the models tested.
As the number of documents increases in multi-document summarization, the summarizer gets more difficulties in performing the summarization.
"We like to call this a summarization of video".
These types of metrics can be used for the summarization of any type of video and the quality measures may also be replaced with other metrics according to some specific input video types.
After background correction, any method of normalization or summarization can be used.
Data from each experiment were processed identically; a conservative approach was taken to quality control with any outlying arrays being removed prior to batch normalization and summarization by RMA.
Normalization steps included Allelic Cross-talk calibration [ 91, 92] to correct for differences between SNP alleles; intensity summarization using Robust Median Average and correction for any PCR amplification bias inherent to the Affymetrix SNP platform.
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