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The GARP program further divides training data into intrinsic training and extrinsic testing subsets (80% and 20% respectively herein) prior to each model building process [78].
In the study reported herein, prior to training, no significant differences were noted between the two groups of women in static tests, whereas in unstable-platform tests such differences are observed in the general index and in anterior-posterior deviations.
In STAR-D [ 2], nonremitting patients requiring additional treatment steps were predicted by many of the same pretreatment characteristics reported herein: prior treatment nonresponse, multiple comorbid medical conditions, multiple psychiatric comorbidities, as well as more severe depressive symptoms (data not available in this study).
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Beyond the evident overlap between our findings and previous research in default mode activity, the concurrent insula activation observed herein expands prior knowledge on which regions within the human forebrain are key players in self-awareness.
The application of the most appropriate quantization step for each moment coefficient is decided, for the first time herein, by incorporating prior knowledge through a fuzzy rule-based inference system calibrated by a genetic algorithm.
Two important distinctions exist between the VFM-based approach described herein and other prior techniques.
The data herein were collected prior to subject knowledge of randomization into control or treatment groups; thus, the data analysis can be considered as a cross-sectional, observational study design.
In a famous memo at the start of his stint at the CAB he begged staff to write drafts as if they were destined for their children or their friends; to eschew "herein" and "regarding" and "prior to" in favour of "here", and "about" and "before".
The data presented herein build on multiple prior studies that have suggested a potential role for PFKFB3 in cell cycle regulation and survival.
We expand upon this prior work herein, showing that the NP film PNR can be made compatible with aqueous sensing studies by adapting it for use in a transmission localized surface plasmon resonance spectroscopy format, where the coupled NP film resonance responsible for the PNR signal is directly probed using an extinction measurement from a standard spectrophotometer.
In this respect, Bayes' theorem is herein employed to convert the prior distribution of the elastic modulus E, into the posterior distribution by using the experimental data (first and second natural period).
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CEO of Professional Science Editing for Scientists @ prosciediting.com