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Ross et al.,91 utilizing selection criteria that ensured patients had full use of voluntary oral musculature and a vigorous pharyngeal pressure wave, demonstrated the absence of upper esophageal sphincter relaxation during swallow, was able to predict with 90% accuracy those patients who would benefit from myotomy.
Therefore, we set the LUT range from 0 to 4500, utilizing selection parameters mentioned above.
Utilizing selection markers greatly augments the ease of generating knockout cellular clones.
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Our modelling approach is based on linear differential equations and utilizes selection criteria such as sparseness and robustness [ 53].
It is based on a set of linear differential equations and utilizes selection criteria such as sparseness and robustness [ 17, 21, 33].
The proposed method is tested in two scenarios (i.e., utilizing feature selection algorithm; without utilizing feature selection algorithm).
From Table 10, the results of the proposed algorithm with and without utilizing feature selection algorithm are presented.
Among these three algorithms, SVM-MI is suggested based on overall accuracy, stability, and computational time, which is interestingly consistent with a previous study using same dataset without utilizing stability selection [34].
A novel approach to reaction set reduction is presented which utilizes variable selection (VS) techniques from the statistics literature to identify a family of reduced reaction sets.
The required CPU time for the training of the proposed network has also been utilized for selection of the most suitable training algorithm.
Based on the observed application energy profile, an automated recommendation system that utilizes artificial selection genetic programming is used to generate the energy optimizing program mutants while preserving functional accuracy.
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