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The overall performance of the system in term of false alarm rate using the aforementioned datasets is illustrated in Figure 11.
Using the aforementioned datasets, the performance of the hydrological model in estimating ETa was improved using both calibration techniques by achieving Nash-Sutcliffe efficiency (NSE) values >0.5 (0.73–0.85), percent bias (PBIAS) values within ±25% (±21.73%), and root mean squared error – observations standard deviation ratio (RSR) values <0.7 (0.39–0.52).
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To validate the gene predictors from Yeoh et al. (2002), using the aforementioned independent test datasets from various array platforms, we employed supervised learning methods using GeneCluster2 software.
In order to assess whether MFH reclassification using our 170-gene predictor is tracking specific oncogenic pathway activation patterns, we evaluated the activation status of Src, Ras and PI3K pathways in the 30 MFH samples of the U133 datasets using the aforementioned gene expression "readouts".
Using the aforementioned data extraction workflow, a dataset with pharmacological annotations for BCRP and/or P-gp inhibition was obtained.
Analyses of the resulting micro-CT datasets were performed using the aforementioned software packages.
Using the aforementioned location information, we estimated IBD for the microsatellite (N = 171) and mtDNA (N = 214) datasets using the kinship coefficient of Loiselle et al. [ 64], which is considered suitable for datasets containing rare alleles [ 65].
The sector could consider using the aforementioned channels for information.
The fixation and staining were performed using the aforementioned protocol.
Included trials will be selected using the aforementioned criteria.
Nuclear ER and PR expression levels were quantitatively determined using the aforementioned algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com