Another straightforward idea is to "train" the preparation step on the training data and to use the output of the preparation step to prepare the test data.
Results demonstrate that the use of compressed CO2 might be of technological importance as a preceding, preparation step, to improve enzyme activity, hence helping the development of new biotransformation processes.
For this technique, a sample preparation step to isolate the chemical from the matrix may or may not be used.
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Prior to GC MS analysis, volatile components were isolated from nonvolatile mixtures, which required sample preparation steps to transfer the analyte into a pre-purified and concentrated form compatible with the analytical system [9].
In this paper, all these procedures are designated preparation steps to stress that they are performed before the construction of the prediction rule.
The intracellular fluorescent protein-based FACS for clone selection in rCHO cells is a reasonable strategy as it does not require complex preparation steps to capture and detect a secreted antibody.
We took several rigorous steps to avoid plasticizer contamination, including the use of glass labware, preparation steps to remove potential contaminants from labware, handling of labware and specimens in biosafety cabinets, and the assessment of method blanks as recommended in the literature [ 6].
Some of the strategies described aim at making physicians aware of the risk of biases, intervening during the contemplation and preparation steps to enhance their ability to detect the need for debiasing in the future; we have grouped these under 'educational strategies' in table 1.
These stages are: precontemplation (unaware that a problem exists), contemplation (awareness that the current situation, including one's own behavior, needs to change), preparation (planning steps to make the behavioral change), action (engaging in the new desirable behavior), and maintenance (reinforcing the new behavior to prevent relapse).
During the mitochondrial preparation, we kept 1 ml samples from each preparation step (homogenate to supernatant) to be used for the determination of enzyme activation and protein concentration.
