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However, due to dataset complexity some short reads were mapped and affected to more than one cluster.
Analysis pipelines for high-throughput marker data can consume many CPU hours due to dataset size and analysis complexity.
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It may be due to our dataset is related with proinflammatory effects and Cui's dataset is focused on cancer signaling.
To avoid any artifact due to small dataset, a comparative analysis of Myo1E and 1G is made.
**p < 0.01 versus hypoxia-treated cells; n = 2 due to consistent datasets.
89 and 42 subjects were excluded from osteoporosis and normal groups, respectively, due to incomplete datasets or a history of rheumatoid arthritis (RA), diabetic myelitis (DM) cancer, or corticosteroid use.
It can be computationally intensive due to large datasets that affect the real-time performance.
This recent jump in the number of records and observations was due to five datasets, two of which were from satellite tags contributing the majority of the data in 2007 and 2008 (12,375 and 12,149 records respectively).
We were able to analyze only 92% of individuals who had PCI during the study period due to incomplete datasets.
We used the empirical Bayes framework procedure ComBat [ 28] as implemented in the R package sva [ 29] to remove batch effects due to different datasets.
The batch effects due to multi-datasets were removed by an empirical Bayes method using the Bioconductor package sva [ 26, 47] (Additional file: Fig. S1).
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