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(i) The development of fast simulation tools for high resolution sensors: this will enable us to tackle the current lack of real datasets to develop and evaluate new algorithms including generative models for target identification.
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We applied the Pilot dataset to develop and validate a method for clustering and mapping objectively detected potentially ligandable binding sites.
We have used our SNP diversity dataset to develop and optimize several 384-SNP genotyping assays for use in applied breeding programs.
Rather, we combined all patients into one dataset to develop and validate POD composite outcome measures.
Quantitative data sourced from historical eruptions or controlled laboratory experimentation has been lacking, meaning that there have been limited empirical or hybrid datasets to develop robust relationships between hazard intensity and network impact (damage and disruption) (Wilson et al. 2017).
In this article we use the SLEUTH model and publicly available datasets to develop a stylized planning application for Mumbai, India.
It should be possible, in turn, to apply advanced computational approaches to these datasets to develop models of biological processes.
Shen et al. [ 20] and Teschendorff et al. [ 21] used "meta-analysis" to integrate different microarray datasets to develop breast cancer based prognostic gene signatures [ 9].
PMR thus enables life scientists to explore metabolomics, transcriptomics datasets and to develop and extract biologically informed hypotheses from the data.
The dataset used to develop and validate the presented model is obtained from the public literature.
Despite analyzing 6 years worth of data, the size of the dataset used to develop and validate our model is rather small.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com