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As a result, it is possible to uniquely estimate the parameters based on datasets generated in experimental design by properly determining the experimental condition and improving the quality of the measurement.
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The images of 3D models depicted in this article were based exclusively on datasets generated using magnetic resonance imaging (MRI).
At first, the base learners were trained on datasets generated by combining all the positive samples and same number of negative ones sampled from STrain− with different weight distribution.
Methods tested on datasets generated in this manner may better generalize to true genetic association datasets.
This study was based on a dataset generated by record linkage between three population-based registers, the Regional Quality Register of Breast Cancer of the Uppsala/Örebro Region in Central Sweden, the National Population Register, and the LISA-database (an integrated database for labour market research).
The genetic divergence for each gene was determined by using MEGA4 software (12 ) based on the dataset generated by the alignments.
In a similar manner, simulated paired-end reads of lengths 76 and 35 bp were also generated with error profiles based on datasets ERR007826 and ERR000408, respectively.
In silico transcriptomic screening makes it possible to generate dozens of testable hypotheses for laboratory analysis based on datasets that are much larger and more extensive than any single academic laboratory can afford to generate.
Moreover, the paper to which Mr. Harris links approvingly is based on datasets that strive to be representative.
However, the relatively high concordance achieved in this benchmark investigation is only the beginning of exploring cross-platform consistency because it is based on two microarray datasets generated on identical biological samples using different platforms, i.e., this investigation is mainly focused on a technical platform comparison.
Based on training dataset, generate the statistical feature set which is regarded as a priori knowledge and used to guide segmentation of pancreas.
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