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Identification and statistical analysis of systematic signal variability at HTS
assays |
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Visualisation of HTS assays |
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Partitioning of the initial assay using the k-means algorithm |
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Evaluation of the background surface that reflects the impact of systematic errors
on experimental data |
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Trend-surface analysis of the evaluated background |
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Automatic correction of experimental datasets |
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Hit selection using different methods |
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Chi-square analysis of hit distribution |