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A larger sample set is needed to investigate this more extensively.
Additionally, to remove gene prevalence as a confounding event, validation with an independent sample set is needed, as is a sample set from a different ethnic background.
Thus further work using a more comprehensive sample set is needed to determine whether a quantitative assessment of peak heights correlate to the true marker proportions comprising a mixture.
A larger dataset with longer follow-up than the current sample set is needed to determine whether a subset of copy number alterations will be similarly predictive of long term outcome.
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Therefore, data from individual samples cannot be analyzed, and the categories are experiments where a comparison between two sample sets is needed.
In order to train a classifier onto the extracted features, a representative data set is needed which contains samples of virtually all possible cases both of the classes "haustorium" and "other object".
Further study of a much larger sample set will be needed to fully ascertain the role of co-pathogens in 2009 H1N1 infection.
To overcome this variability a larger sample set may be needed.
This usually presents somewhat of a 'chicken and egg' problem, as a sample set of data is needed to begin the process of designing an abstract data model.
A large set of sample workflows is needed for one to gain experience in configuring the workflow tasks flow [18].
In short, I think validation of association signals in a replication set of samples is needed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com