Sentence examples for by using a pooling from inspiring English sources
In order to learn the visual features, we train a convolutional neural network (CNN) model to obtain the sum convolutional map (SCM) by using a pooling operation across all the feature maps in deep layers.
By using a pooling and re-sequencing strategy, we uncovered variation in ten domesticated breeding lines of Sl, one wild cherry tomato (S. lycopersicum var. cerasiformae, Slc) and the progenitor species, S. pimpinellifolium (Sp) across predicted introns in 302 of 967 ESTs (Tables 3 and 4).
By using a pooling approach we can rapidly screen a segregating potato population for the association of variance in gene expression with quantitative trait data.
Our method has a number of advantages; most importantly, by using a pooling approach we have proven that less sequencing can be used to confidently identify both a region of homozygosity and a causal variant (although Bull and colleagues did indeed predict by modeling that less dense coverage could be used).
By using a pool of combination of features and random forest classifiers [32], we classify the unknown pixels and obtain fine-grained hand segmentations.
Antibody responses in our model might be enhanced by using a pool of different DENV-2 strains as done by Kuruvilla et al or by increasing the viral inoculum.
This problem might be overcome, at least in part, by using a pool of amplified clones rather than single clones, as occurred in the tests performed by partner 4 and 12.
Antiserum was generated by using a pool of inactivated virus subtypes O1 Campos, A24 Cruzeiro, and C3 Indaial as antigen.
The presence of citrullinated epitopes was detected by using a pool of 26 purified anti-CCP2 IgG eluate fractions from SF and the corresponding flow-through IgG pool.
The bs analyses normalize characteristics that are exclusive to individual patients, by using a pool of strains from the same response group.
Thus, we completed the 5′-UTR, VP1, and 3CD sequences of 43 clinical strains by using a pool of adapted and degenerated primers (Technical Appendix 1 Table 1A).
