A histogram equalization is also applied in this step to improve the system's robustness against changing lighting conditions.
It has been proved that KHM algorithm is much more stable and performs better than K-means algorithm [26], so KHM algorithm instead of K-means algorithm is applied in this step to enhance stability and performance of the SC method in this article.
Note that it is not currently possible to comprehensively apply this filtering step to NOTCH1 and RELA gold standards because the transcription factors are not well known in human cells.
We apply this improvement step to each given schedule for all decoding schemes introduced.
Usually, cell treatment by Hoechst 33342 (Invitrogen) for 5 min is applied before irradiation by a 405-nm UVA laser [ 19, 20], but we did not apply this experimental step, in order to be closer to the induction of a single DNA repair pathway.
You can apply this three-step approach to any of the negative instances you detailed in the first list.
The next step is to apply this theoretical approach to real-life published data from nine countries across the world for which the cost-effectiveness of rotavirus vaccine has been evaluated using a similar model [ 15], taking the country-specific GDP per capita as the threshold value.
Working with some of the colleagues he'd met on the textbook project, his next step was to apply this information to the creation of a whole new field: the study of ancient environments on planets, such as Mars, that resemble Earth.
From there it was a short step to applying this to vetting CVs.
