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Improved capacity was needed at the HDSS centres level to produce the required datasets and conduct the analyses.
This was the starting point for the on-going MADIMAH initiative, which has increased capacity at the participating HDSS centres to produce the required datasets and conduct the analyses.
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While this researcher's data should link to the required dataset(s), there is no requirement that it should form part of the on-going system.
An observational strategy is proposed which should maximize the possibility of obtaining the required dataset with due regard to the operational constraints of that mission.
The second method does not require datasets to be similarly spatially distributed and is based on prior knowledge about the factors explaining the geochemical concentrations and on BLS (Bivariate Least Squares) regression.
Patients included in these novel datasets gave the required informed consent.
Yet, in the most recent release such structure holds up to 16MB of data, much smaller than the required for indexing the entire dataset for Rating with our strategy.
Even when SNP related information is available, it often requires the download of large datasets and extensive data manipulation to obtain the required information.
As a result, the ANN dramatically reduces the number of required trained datasets, and shows a good ability to approximate the limit state function and then provides a less rigorous formulation in the context of FORM.
Availability: We provide the implementations of the four protocols, as well as the datasets required to perform the benchmarks to the academic community free of charge on request.
All the datasets required for the analysis are collected, updated and stored, on a regular basis, in a database in the High-performance Integrated Virtual Environment (HIVE) server [12].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com