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Hunter's time-driven ABC model requires only two people working two days per month to load, calculate, validate, and report findings, compared with the ten-person team and three weeks that were necessary to maintain the previous model.
The outside world is looking at how we acquire, maintain, validate, and report our research findings.
We validate and report an implementation of this approach against the DARPA Challenge and the Scan of the Month, using three different classifications — SVMs, Bayesian Networks and Decision Trees — having achieved high levels of attack detection with little false positives.
In this study, we validate and report that miR-374a and miR-548b modulated by Axl have essential roles in cell cycle arrest, gefitinib-induced apoptosis, epithelial-to-mesenchymal transition, migration and tumorigenesis of gefitinib-resistant lung cancer cells in vitro and in vivo by targeting Wnt5a and CCNB1 genes, respectively.
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Especially, the result interpretation is challenging: Where to define the cut-off value for a reliable mutation, which spectrum of mutations to report, how to validate and to report the results, how to handle the massive data generated?
Developed models are validated and reported.
Most models have not been adequately validated and reported performance has been unsatisfactory.
The accuracy of this nonlinear registration approach has been extensively validated and reported elsewhere [39].
Our assays are well validated and reported [ 7, 11, 16].
The entire microarray procedure and its analysis have been validated and reported in detail [ 6].
The Swedish version of the PGWB has been validated and reported previously.
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