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The same procedures and selection criteria were employed in order to select participants for the pilot study.
The miRs represented on the array, data pre-processing, quality control procedures and selection of the analysed 199 human miRs were described previously (Landi et al, 2010).
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Indications for the procedure and selection of target vessel and lesion characteristics were at the operator's discretion.
More details about the procedure and selection of respondents have been reported elsewhere [ 13].
Here, we randomly shuffle leaf annotations and proceed with phylotype selection using the same procedure and selection criteria used for the original data.
Detailed information about the assessment procedure and selection of participants and candidates is described in another study, about the validation of this procedure [ 18].
Despite this, it might still represent selection of patients for the instrumented procedure and selection bias favoring instrumentation cannot be ruled out entirely.
MFS participated in the design of the study and designed and carried out the sampling procedure and selection of the putative Algarvia animals.
The screening procedure and selection of the cut-off points for each screen are described in detail in Additional file 1: Methods.
Competent S. oralis cells were obtained according to the S. pneumoniae procedure and selection with 80 μg/ml spectinomycin readily yielded transformants with disrupted ciaR.
With the proper optimization procedure and selection of hyperparameters, we demonstrate that deep architectures can be beneficial, even with a moderately sparse dataset.
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