In order to identify tightly clustered groups of co-expressed genes, two clustering algorithms, HOPACH and FCM, were implemented using the normalized and standardized semi-quantitative real time PCR expression data.
In order to identify likely groups of co-expressed genes, two clustering algorithms, Hierarchical Ordered Partitioning and Collapsing Hybrid (HOPACH) and FCM clustering methodologies were implemented using the normalized and standardized expression data obtained from real time PCR.
In brief, a standardized protocol was implemented, using identical equipment [Basel-Sampler (BGI Inc., Waltham, MA, USA); Teflon filters] and a single weighing laboratory.
When electrifying isolated rural communities, usually standardized solutions have been implemented using the same technology at all the points.
Communication between nodes was implemented using MPI [34].
The model is implemented using NetLogo software.
The continuous surfaces of the age-standardized data (PfPR2 10) were generated by using a space-time MBG framework, 32 whereby Bayesian inference was implemented using the Markov Chain Monte Carlo algorithm within the open-source statistics package PyMC.
18 Continuous surfaces of the age-standardized data (PfPR2 10) were generated using a space-time Bayesian geostatistical framework 73 described in detail elsewhere 18, 28, 74 and implemented using the Markov Chain Monte Carlo algorithm.
After a draft guidance is issued by FDA for stakeholders to provide comments on, this objective is to be fully implemented by 2017, using standardized clinical terminology developed by open standards development organizations.
A collaborative EVD registry was designed to facilitate local quality improvement projects to be implemented at any location using standardized data collection instruments through resident collaboration to reduce and study EVD infection and prevention.
