For example, Zhang et al. proposed an effective data integration framework using a multiple nonnegative matrix factorization framework and simultaneously integrated additional network in a regularized manner to identify microRNA-gene regulatory modules associated with ovarian cancer [ 12, 13].
Here a solvent responsive photonic encoded microbead with inverse opal structure, also named as responsive breathing microbead, was prepared, and simultaneously integrated with a special designed microfluidic chip, its excellent performance in multiplex fluorescent immunoassay was presented.
They can transparently consider and simultaneously integrate large amounts of data from many sources.
The method integrates miRNA and gene expression profiles in a framework of multiple non-negative matrix factorization, and simultaneously integrates networked data in a regularized manner.
In a stable network, each node forgets its initial condition and simultaneously integrates input with the same set of time constants.
Faculty and students from the US Dukee), Jamaica, Cameroon and South Africa focused on tasks pertinent to their areas of expertise and interest, simultaneously integrating their parts into the whole.
We used two approaches to integrate the four maps: first, we used the CKDH map as the reference map and sequentially integrated the other three maps in the order CRF2, PF2, and CSKF2; and secondly by simultaneously integrating the four maps to identify consistency.
Lessons learned during the past 5 years of HAART scale-up could be applied to the older and less robust TB system, increasing efficiency and effectiveness while simultaneously integrating responses.
BLP, however, allows simultaneously integrating stoichiometric and regulatory constraints in a unified framework.
Simultaneously, integrating the dissimilarity metric and conventional similarity metric, this can lead to richer information so that it is able to get higher accuracy.
