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The observed responses were estimated using a data processing tool (Püthe and Kuvshinov 2014) based on a robust section-averaging approach with a jackknife estimator of the uncertainties.
Potential false positives were pruned using a data processing inequality (DPI) value of 0.15 and a P < 10−5.
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This allows ChIPS to be used in a data processing pipeline, or run in the background, when user interaction is not required.
By recording signals in digitized form using a data acquisition system and processing them, surface wave velocity can be obtained using a dispersion curve.
By recording signals in digitized form using a data acquisition system and processing them, surface wave velocities can be obtained by constructing a dispersion curve.
Data processing, including Irreproducible Discovery Rate (IDR) analysis, was done using a uniform data processing pipeline for both datasets.
ASL images are processed using a perfusion data processing toolbox, ASLtbx [ 26].
A pipeline framework executes the pipeline tools on a cluster or cloud using a big data processing engine or a supercomputer job scheduler.
The sequence reads were aligned to the human genome using BWA and variants were detected using a comprehensive data processing pipeline (Methods and Additional file 1: Figure S2).
We have organized these approaches into three parts considering whether they use a data pre-processing approach, an algorithmic modification via cost-sensitive learning, or they rather aim to solve a given real application.
Leukocyte count was determined using an automated data processing system (Pentra 180 ABX).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com