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In the instance of the monstrous Ph.D. project, perhaps your advisor convinced you to work on it because a grant renewal was due and more data needed to be generated?
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This means that empirical findings and data need to be generated, in-depth investigations to be carried out, and the state-of-affairs to be documented, often in considerable detail.
However, more specific cell type based transcriptome data needs to be generated to make meaningful comparison.
More recent data need to be generated pertaining to serotype distribution and antimicrobial resistance patterns, to ensure effective treatment measures.
Hence, given a genome-scale metabolic network model, many samples of genome-scale metabolic flux data need to be generated under the condition of interest, by introducing random errors to each flux value.
PDPs have an awareness of the evidence currently available, so they can help countries to determine which data need to be generated at a local level, versus provided from global studies.
There was some disagreement as to whether the government was investing sufficient financial resources in toxicogenomics research to meet this need, but there was considerable agreement that a massive amount of data needs to be generated in the early stages of implementation to provide the understanding and context necessary for reliably interpreting individual experiments.
In all areas, systematic and comprehensive high-dimensional data still need to be generated.
New data may need to be generated by the investigator.
There is still plenty of data that needs to be generated to elucidate the history of cells.
(If your trainees don't know these terms, explain briefly, that key-issues are the major topics or problems which need to be discussed or analysed during the workshop. Key-questions help the group to become aware of the primary data or information, which needs to be generated in order to reach workshop goal).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com